We’re defining the function as in the ‘Greenhouse gas emissions model’ document. Please look there for more information about the original model design.
Here we load the library and the data. The data contains ranges of possible values for the simulation. Each variable is represented with a confidence interval range and a specification of the distribution shape.
The normal mcSimulation function takes random draws for each of the input variables from the distributions specified in the input table. The distributions that are used are the same for every run of the Monte Carlo simulation. Sometimes it’s desirable to specify particular scenarios a priori, e.g. to simulate outcomes for particular farm types, climate scenarios etc. To do this, we would normally have to define separate input tables and run separate simulations. This is quite inconvenient. Here, we usep a function that can do this job automatically.
The scenario_mc function in the decisionSupport package (Luedeling et al. (2021)) consists of a wrapper around the mcSimulation function. The function is able to modify the input table according to a scenario file we provide. This file contains information on which variables should be modified for each scenario and how many model runs should be included in the simulation. The function is essentially the same as the mcSimulation function, but with an additional scenarios option which imports the contents of a .csv file.
The .csv file for the scenarios option specifies variables that should be modified for each of the scenarios, as well as the number of model runs for for it. Each column beyond the first two columns in the file contain information for a particular scenario. This is restricted to the parameters that should be changed for this scenario. Here’s an example scenarios file:
knitr::kable(read.table("data/scenarios.csv", sep = ",", fileEncoding = "UTF-8-BOM",header=TRUE))
| Variable | param | Scen1 | Scen2 |
|---|---|---|---|
| Runs | x | 100 | 300 |
| N_animal_type_1 | both | 100 | 4000 |
| N_animal_type_2 | lower | 100 | 10 |
| N_animal_type_2 | upper | 1000 | 20 |
| N_animal_type_2 | distribution | posnorm | norm |
The first row (“Runs” in the first column) indicates the number of runs. Each subsequent row indicates which value from the input table should be modified, so the string in the first column has to correspond to a variable name in the input table. The second column indicates which values should be changed, with options being “lower,” “upper,” “distribution” and “both.” If “both” is selected, both the lower and upper bounds are modified (this should only be done for constants).
Kenyaherds<-read.table("data/Kenya_baseline_individual_cow_wNotes.csv", sep = ",",
fileEncoding = "UTF-8-BOM", header=TRUE)
# count the number of animals for each type
animals<-table(Kenyaherds[,c("QQNO","animal_type")])
variables_to_update_const<-c(paste0("N_animal_type_",1:12),
"feeding_system")
scenarios<-data.frame(Variable=variables_to_update_const,param="both")
variables_to_update_posnorm<-c(paste0("milk_yield_",4:6),
paste0("Cp_rate_",4:6),
"feed_prod_CO2",
"feed_trans_CO2",
paste0("live_weight_LW_",1:12),
paste0("weight_gain_WG_",1:12),
"DE_perc",
"perc_crude_protein_diet")
scenarios<-rbind(scenarios,data.frame(Variable=rep(variables_to_update_posnorm,each=3),param=c("lower","upper","distribution")))
for(i in 1:nrow(animals))
{coln<-paste0("Farm_",row.names(animals)[i])
scenarios[,coln]<-NA
scenarios[which(scenarios$Variable %in% paste0("N_animal_type_",1:12)),coln]<-animals[i,]
}
# for some animal-scale variables (e.g. milk yield), we need averages per farm
### error estimates for variables
milk_yield_error<-0.275 # Migose et al. (2020, https://www.sciencedirect.com/science/article/abs/pii/S1871141319307371 )
feed_trans_error<-0.25 # Vellinga et al (2013, https://edepot.wur.nl/254098)
feed_prod_error<-0.25 # Vellinga et al (2013, https://edepot.wur.nl/254098)
live_weight_error<-0.145 # Goopy et al. (2018, https://www.publish.csiro.au/an/an16577 )
weight_gain_error<-0.145 # Goopy et al. (2018, https://www.publish.csiro.au/an/an16577 )
digestible_energy_error<-0.1
crude_protein_error<-0.1
# farm-scale variables
Farms<-unique(Kenyaherds$QQNO)
for (f in Farms)
{coln<-paste0("Farm_",f)
# update feeding system
scenarios[which(scenarios$Variable == "feeding_system"),coln]<-
median(Kenyaherds[which(Kenyaherds$QQNO==f),"system"])
# update digestible energy (mean for all animals for now) (with error)
scenarios[which(scenarios$Variable == "DE_perc"),coln][1:2]<-
mean(Kenyaherds[which(Kenyaherds$QQNO==f),"dig_energy"])*
c(1-digestible_energy_error,1+digestible_energy_error)
# update crude protein (mean for all animals for now) (with error)
scenarios[which(scenarios$Variable == "perc_crude_protein_diet"),coln][1:2]<-
mean(Kenyaherds[which(Kenyaherds$QQNO==f),"CP."])*
c(1-crude_protein_error,1+crude_protein_error)
# update feed production CO2 (with error)
scenarios[which(scenarios$Variable == "feed_prod_CO2"),coln][1:2]<-
mean(Kenyaherds[which(Kenyaherds$QQNO==f),"feed_kgCO2"])*
c(1-feed_prod_error,1+feed_prod_error)
# update feed transport CO2 (with error)
scenarios[which(scenarios$Variable == "feed_trans_CO2"),coln][1:2]<-
mean(Kenyaherds[which(Kenyaherds$QQNO==f),"feed.transport_kgCO2"])*
c(1-feed_trans_error,1+feed_trans_error)
# update milk yield for each cow type (animal type 4-6) (with error)
for(typ in 4:6)
if(sum(Kenyaherds$QQNO==f&Kenyaherds$animal_type==typ)>0)
{scenarios[which(scenarios$Variable==paste0("milk_yield_",typ)),coln][1:2]<-
mean(Kenyaherds[which(Kenyaherds$QQNO==f&Kenyaherds$animal_type==typ),
"milk_yield"])*c(1-milk_yield_error,1+milk_yield_error)
scenarios[which(scenarios$Variable==paste0("CP_rate_",typ)),coln][1:2]<-
mean(Kenyaherds[which(Kenyaherds$QQNO==f&Kenyaherds$animal_type==typ),
"Cp"]/0.1) *c(1,1)
}
# update live weight and weight gain for each animal type (with error)
for(typ in 1:12)
if(sum(Kenyaherds$QQNO==f&Kenyaherds$animal_type==typ)>0)
{scenarios[which(scenarios$Variable==paste0("live_weight_LW_",typ)),coln][1:2]<-
mean(Kenyaherds[which(Kenyaherds$QQNO==f&Kenyaherds$animal_type==typ),
"live_weight_LW"])*c(1-live_weight_error,1+live_weight_error)
scenarios[which(scenarios$Variable==paste0("weight_gain_WG_",typ)),coln][1:2]<-
mean(Kenyaherds[which(Kenyaherds$QQNO==f&Kenyaherds$animal_type==typ),
"weight_gain_WG"])*c(1-weight_gain_error,1+weight_gain_error)
}
for(varia in variables_to_update_posnorm)
if(sum(is.na(scenarios[which(scenarios$Variable==varia),coln][1:2]))==0)
if(!equals(scenarios[which(scenarios$Variable==varia),coln][1],
scenarios[which(scenarios$Variable==varia),coln][2]))
scenarios[which(scenarios$Variable==varia&
scenarios$param=="distribution"),coln]<-"posnorm" else
scenarios[which(scenarios$Variable==varia&
scenarios$param=="distribution"),coln]<-"const"
}
write.csv(scenarios,"data/farm_scenarios.csv",row.names = FALSE)
Here’s the resulting file:
knitr::kable(read.table("data/farm_scenarios.csv", sep = ",", fileEncoding = "UTF-8-BOM",header=TRUE))
| Variable | param | Farm_1 | Farm_2 | Farm_3 | Farm_4 | Farm_5 | Farm_6 | Farm_7 | Farm_8 | Farm_9 | Farm_10 | Farm_11 | Farm_12 | Farm_13 | Farm_14 | Farm_15 | Farm_16 | Farm_18 | Farm_19 | Farm_20 | Farm_21 | Farm_22 | Farm_23 | Farm_24 | Farm_25 | Farm_26 | Farm_27 | Farm_28 | Farm_29 | Farm_30 | Farm_31 | Farm_32 | Farm_33 | Farm_34 | Farm_35 | Farm_36 | Farm_37 | Farm_38 | Farm_39 | Farm_40 | Farm_41 | Farm_42 | Farm_43 | Farm_44 | Farm_45 | Farm_46 | Farm_47 | Farm_48 | Farm_49 | Farm_50 | Farm_51 | Farm_52 | Farm_53 | Farm_54 | Farm_55 | Farm_56 | Farm_57 | Farm_58 | Farm_59 | Farm_60 | Farm_61 | Farm_62 | Farm_63 | Farm_64 | Farm_65 | Farm_66 | Farm_67 | Farm_68 | Farm_69 | Farm_70 | Farm_71 | Farm_72 | Farm_73 | Farm_74 | Farm_75 | Farm_76 | Farm_77 | Farm_78 | Farm_79 | Farm_80 | Farm_81 | Farm_82 | Farm_83 | Farm_84 | Farm_85 | Farm_86 | Farm_87 | Farm_88 | Farm_89 | Farm_91 | Farm_92 | Farm_93 | Farm_94 | Farm_95 | Farm_96 | Farm_97 | Farm_98 | Farm_99 | Farm_100 | Farm_101 | Farm_102 | Farm_103 | Farm_104 | Farm_105 | Farm_106 | Farm_107 | Farm_108 | Farm_109 | Farm_110 | Farm_111 | Farm_112 | Farm_113 | Farm_114 | Farm_115 | Farm_116 | Farm_117 | Farm_118 | Farm_119 | Farm_120 | Farm_121 | Farm_122 | Farm_123 | Farm_124 | Farm_125 | Farm_126 | Farm_127 | Farm_128 | Farm_129 | Farm_130 | Farm_131 | Farm_132 | Farm_133 | Farm_134 | Farm_135 | Farm_136 | Farm_137 | Farm_138 | Farm_139 | Farm_140 | Farm_141 | Farm_142 | Farm_143 | Farm_144 | Farm_145 | Farm_146 | Farm_147 | Farm_148 | Farm_149 | Farm_150 | Farm_151 | Farm_152 | Farm_153 | Farm_154 | Farm_155 | Farm_156 | Farm_157 | Farm_158 | Farm_159 | Farm_160 | Farm_161 | Farm_162 | Farm_164 | Farm_166 | Farm_167 | Farm_168 | Farm_169 | Farm_170 | Farm_171 | Farm_172 | Farm_173 | Farm_174 | Farm_175 | Farm_177 | Farm_178 | Farm_179 | Farm_180 | Farm_181 | Farm_182 | Farm_183 | Farm_184 | Farm_185 | Farm_186 | Farm_187 | Farm_188 | Farm_189 | Farm_190 | Farm_191 | Farm_192 | Farm_193 | Farm_194 | Farm_195 | Farm_196 | Farm_197 | Farm_198 | Farm_199 | Farm_201 | Farm_202 | Farm_203 | Farm_204 | Farm_205 | Farm_206 | Farm_207 | Farm_208 | Farm_209 | Farm_210 | Farm_211 | Farm_212 | Farm_213 | Farm_214 | Farm_215 | Farm_216 | Farm_217 | Farm_218 | Farm_219 | Farm_220 | Farm_221 | Farm_222 | Farm_223 | Farm_224 | Farm_225 | Farm_226 | Farm_227 | Farm_228 | Farm_229 | Farm_230 | Farm_231 | Farm_232 | Farm_233 | Farm_234 | Farm_235 | Farm_236 | Farm_237 | Farm_238 | Farm_239 | Farm_240 | Farm_241 | Farm_242 | Farm_243 | Farm_244 | Farm_245 | Farm_246 | Farm_248 | Farm_249 | Farm_250 | Farm_251 | Farm_252 | Farm_253 | Farm_254 | Farm_255 | Farm_256 | Farm_258 | Farm_259 | Farm_260 | Farm_261 | Farm_262 | Farm_263 | Farm_264 | Farm_265 | Farm_266 | Farm_267 | Farm_268 | Farm_269 | Farm_270 | Farm_271 | Farm_272 | Farm_273 | Farm_274 | Farm_276 | Farm_277 | Farm_278 | Farm_279 | Farm_280 | Farm_282 | Farm_283 | Farm_285 | Farm_286 | Farm_287 | Farm_288 | Farm_289 | Farm_290 | Farm_291 | Farm_292 | Farm_293 | Farm_294 | Farm_295 | Farm_296 | Farm_297 | Farm_298 | Farm_299 | Farm_300 | Farm_301 | Farm_303 | Farm_304 | Farm_305 | Farm_306 | Farm_307 | Farm_308 | Farm_309 | Farm_310 | Farm_311 | Farm_312 | Farm_313 | Farm_314 | Farm_315 | Farm_316 | Farm_317 | Farm_318 | Farm_319 | Farm_321 | Farm_322 | Farm_323 | Farm_324 | Farm_325 | Farm_326 | Farm_327 | Farm_328 | Farm_329 | Farm_330 | Farm_331 | Farm_332 | Farm_333 | Farm_334 | Farm_335 | Farm_336 | Farm_337 | Farm_338 | Farm_339 | Farm_340 | Farm_341 | Farm_342 | Farm_343 | Farm_344 | Farm_345 | Farm_346 | Farm_347 | Farm_348 | Farm_349 | Farm_350 | Farm_351 | Farm_352 | Farm_353 | Farm_354 | Farm_355 | Farm_356 | Farm_357 | Farm_358 | Farm_359 | Farm_360 | Farm_361 | Farm_362 | Farm_363 | Farm_364 | Farm_365 | Farm_366 | Farm_367 | Farm_368 | Farm_369 | Farm_370 | Farm_371 | Farm_372 | Farm_373 | Farm_374 | Farm_375 | Farm_376 | Farm_377 | Farm_378 | Farm_379 | Farm_380 | Farm_381 | Farm_382 | Farm_383 | Farm_384 | Farm_385 | Farm_386 | Farm_387 | Farm_388 | Farm_389 | Farm_390 | Farm_391 | Farm_392 | Farm_393 | Farm_394 | Farm_395 | Farm_396 | Farm_397 | Farm_398 | Farm_399 | Farm_400 | Farm_401 | Farm_403 | Farm_404 | Farm_405 | Farm_406 | Farm_407 | Farm_408 | Farm_409 | Farm_410 | Farm_411 | Farm_412 | Farm_413 | Farm_414 | Farm_415 | Farm_416 | Farm_417 | Farm_418 | Farm_419 | Farm_420 | Farm_422 | Farm_423 | Farm_424 | Farm_425 | Farm_426 | Farm_427 | Farm_428 | Farm_429 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N_animal_type_1 | both | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| N_animal_type_2 | both | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| N_animal_type_3 | both | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 3 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| N_animal_type_4 | both | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 5 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 |
| N_animal_type_5 | both | 0 | 0 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 0 | 2 | 1 | 2 | 2 | 1 | 3 | 1 | 2 | 1 | 0 | 1 | 0 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 0 | 4 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 2 | 0 | 2 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 2 | 0 | 2 | 1 | 1 | 0 | 1 | 0 | 2 | 0 | 4 | 1 | 2 | 2 | 1 | 0 | 2 | 1 | 3 | 4 | 1 | 1 | 0 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 3 | 1 | 2 | 0 | 1 | 2 | 1 | 2 | 0 | 0 | 1 | 1 | 3 | 2 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 3 | 2 | 2 | 0 | 2 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 1 | 2 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 2 | 2 | 1 | 2 | 0 | 0 | 1 | 1 | 1 | 4 | 1 | 1 | 0 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 4 | 1 | 1 | 0 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 2 | 3 | 0 | 2 | 0 | 0 | 1 | 4 | 1 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 6 | 1 | 3 | 0 | 0 | 0 | 2 | 0 | 1 | 1 | 1 | 4 | 1 | 2 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 0 | 2 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 0 | 1 | 1 | 1 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 2 | 0 | 1 | 1 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 2 | 0 | 1 | 1 | 1 | 2 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 2 | 1 | 1 | 0 | 3 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 2 |
| N_animal_type_6 | both | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 3 | 0 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 1 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 2 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 |
| N_animal_type_7 | both | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 2 | 1 | 4 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 1 | 0 | 2 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
| N_animal_type_8 | both | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| N_animal_type_9 | both | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 2 | 2 | 0 | 0 | 2 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 2 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 8 | 5 | 1 | 0 | 0 | 0 | 5 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | 2 | 1 | 3 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 3 | 1 | 1 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 4 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 3 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 2 | 0 | 1 | 1 | 0 | 1 | 3 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 1 |
| N_animal_type_10 | both | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| N_animal_type_11 | both | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| N_animal_type_12 | both | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| feeding_system | both | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 3 | 3 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 3 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 |
| milk_yield_4 | lower | 2.826069862825 | 6.4226802686 | 3.784476164175 | 2.0536214164 | 7.80752996625 | 4.249876742375 | 2.68157074575 | 2.996510750825 | 10.93054195275 | 7.8484875 | 6.199050416075 | 5.6214215757 | 4.5827326415 | 7.5423299325 | 1.93524349325 | 2.1199373984 | 5.12600455475 | 4.6661698494 | 1.482048209575 | 2.064762502275 | 4.172648540325 | 1.8738071919 | 6.53476829185 | 5.30912037705 | 4.56136893455 | 4.0666921788375 | 4.6285123985625 | 4.3722167811 | 5.0916213452875 | 2.966861387175 | 5.13402265455 | 4.844092369825 | 4.585352913735 | 5.30912037705 | 4.264703253375 | 4.2576226634 | 2.539818324525 | 3.380594267625 | 2.38304186025 | 5.232325 | 5.23437287705 | 1.56150599325 | 5.10075754625 | 3.03495328785 | 6.38531759539167 | 9.99363835825 | 0.93690359595 | 4.05991558245 | 8.119831162 | 4.846551129025 | 5.297369782225 | 2.9899 | 5.79293125 | 5.228436223975 | 4.215247961275 | 2.66222462245 | 4.4479882189 | 3.86062748385 | 4.13253965025 | 2.623330068225 | 1.68181875 | 2.4984095892 | 1.405355393925 | 2.09393345945 | 1.56150599325 | 4.3722167811 | 2.342258989875 | 13.3076046050833 | 1.8738071919 | 2.3028373631875 | 8.222225 | 1.865451899675 | 5.48979333882 | 3.43531318515 | 6.196260025925 | 3.245260640425 | 3.380594267625 | 8.92027998301667 | 13.0736449325 | 1.7281877983 | 0.8145741415 | 5.008628743275 | 3.1753455333125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| milk_yield_4 | upper | 4.969984931175 | 11.2950584034 | 6.655458081825 | 3.6115411116 | 13.73048373375 | 7.473921167625 | 4.71586579425 | 5.269725803175 | 19.22267722725 | 13.8025125 | 10.901778317925 | 9.8859482883 | 8.0592884385 | 13.2640974675 | 3.40335924675 | 3.7281657696 | 9.01469766525 | 8.2060228386 | 2.606360644425 | 3.631134055725 | 7.338106053675 | 3.2953160961 | 11.49217872015 | 9.33672893895 | 8.02171778145 | 7.1517690041625 | 8.1397976664375 | 7.6890708909 | 8.9542306417125 | 5.217583818825 | 9.02879846145 | 8.518921064175 | 8.063896503465 | 9.33672893895 | 7.499995376625 | 7.4875433046 | 4.466577053475 | 5.945183022375 | 4.19086671975 | 9.201675 | 9.20527643895 | 2.74609674675 | 8.97029775375 | 5.33733164415 | 11.229351633275 | 17.57501918175 | 1.64765804805 | 7.13985154155 | 14.279703078 | 8.523245088975 | 9.316064099775 | 5.2581 | 10.18756875 | 9.194836118025 | 7.413022276725 | 4.68184330155 | 7.8223241091 | 6.78937936815 | 7.26756972975 | 4.613442533775 | 2.95768125 | 4.3937547948 | 2.471487072075 | 3.68243470455 | 2.74609674675 | 7.6890708909 | 4.119145120125 | 23.40302878825 | 3.2953160961 | 4.0498174318125 | 14.459775 | 3.280622306325 | 9.65446414758 | 6.04141284285 | 10.896871080075 | 5.707182505575 | 5.945183022375 | 15.68738893565 | 22.9915824675 | 3.0392268177 | 1.4325269385 | 8.808278134725 | 5.5842283516875 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| milk_yield_4 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| milk_yield_5 | lower | 3.8373469091625 | 4.169698822725 | 4.4510409789375 | 3.380594267625 | 6.4226802686 | 5.055305968775 | 2.605069001675 | 1.0167000844 | 8.90058416225 | 1.62969614085 | 2.5061615396875 | 7.548048892 | 2.0862333870625 | 2.4984095892 | 3.979987233175 | 4.9856218376 | 3.1496335051 | 7.0267769678125 | 6.53476829185 | 4.471052225575 | 1.829250770475 | 2.17352909245 | 3.332470536625 | 1.6693531300875 | 3.17676875 | 1.7412176984 | 5.6214215757 | 6.53476829185 | 4.05991558245 | 6.757993150675 | 4.734627331325 | 4.04562920515 | 6.1876979144 | 2.0190180335 | 4.73962239935 | 2.70065660275 | 1.784746671575 | 3.0480767985 | 7.182927568225 | 3.68481802595 | 6.9582240403625 | 4.958803377825 | 1.806873549775 | 2.4750500888375 | 2.458211640125 | 5.729476356525 | 8.5959625 | 9.8021524385 | 9.50056069625 | 6.8706263699375 | 6.603491911125 | 3.454352141175 | 3.0480767985 | 4.5851119700625 | 3.40695084609167 | 7.415030869125 | 4.6202951119 | 4.281786845975 | 5.182979424325 | 6.558325170925 | 6.761188534525 | 5.258243695625 | 9.59269285525 | 2.6032003486125 | 4.850258351275 | 7.182927568225 | 2.4984095892 | 6.020757534475 | 7.51710556575 | 4.393874869225 | 4.04562920515 | 3.5386088028 | 9.99363835825 | 7.2117848237 | 8.6348686245 | 7.548048892 | 0.780633618125 | 1.8738071919 | 10.39116890825 | 10.92864316325 | 8.00088938025 | 3.8192920105 | 8.2536197881 | 12.720224006 | 3.268506244375 | 5.295067447575 | 3.8762662786875 | 3.3502472839625 | 6.741820116025 | 4.05700278475 | 8.0442537835 | 7.68615835425 | 3.663058521925 | 4.779961288425 | 5.51087738388333 | 7.3159959869375 | 3.454352141175 | 2.134463140975 | 2.47940168855 | 3.71910253355 | 3.873607372725 | 8.671859135875 | 7.886557163 | 4.05991558245 | 7.266853898825 | 3.77932572865 | 3.8871201308 | 9.98933984533333 | 5.88821947561667 | 0.493780838775 | 4.33101128285 | 3.520898151175 | 1.9845421646875 | 7.47475 | 2.6555841266875 | 8.67566171375 | 5.3614828887 | 1.517138197975 | 4.4092528924375 | 5.6214215757 | 7.3238728455 | 9.14220694225 | 1.3540330637 | 3.48906441955833 | 6.196260025925 | 3.6405291491 | 3.5394135847 | 3.903764983125 | 4.05991558245 | 4.1136548111 | 4.169698822725 | 3.205373901225 | 4.074991965425 | 1.2878319565 | 1.464389509275 | 7.77446913975 | 6.196260025925 | 0.750275791 | 2.5831277687875 | 4.3722167811 | 0.9706280892625 | 5.295067447575 | 10.36595884575 | 3.43531318515 | 1.733442793325 | 2.028805399375 | 2.4456472230125 | 5.3500779108 | 7.0963070528 | 5.409399667 | 5.30912037705 | 3.9439988200625 | 4.281786845975 | 3.042086000975 | 5.182979424325 | 6.590812303475 | 10.618240757 | 8.89983776025 | 3.21246223275 | 2.5822628398 | 5.7340547946 | 1.9390341046375 | 5.933722773625 | 3.32031176245 | 3.945522776225 | 7.883624598175 | 4.0193162422 | 3.43531318515 | 3.66057962295 | 6.592456449775 | 1.239700844275 | 7.99864518625 | 3.519788099325 | 6.246023972275 | 6.3758299511625 | 14.9123822348125 | 9.75263168325 | 1.46612108695 | 4.057610799475 | 9.13727828108333 | 6.985364581025 | 2.224379417225 | 3.196294745075 | 5.30912037705 | 4.169698822725 | 5.058940258925 | 7.2678288371375 | 2.95754834360833 | 1.5544368136875 | 7.54933655 | 1.63676211718125 | 5.859995956175 | 4.169698822725 | 8.0364692265 | 5.9374904090375 | 4.2549032772125 | 7.110830225975 | 7.806355800475 | 4.50820708865 | 4.393874869225 | 2.5914897118 | 1.319144650675 | 2.14126461591875 | 0.91563711295 | 2.1010776547625 | 8.6348686245 | 6.084172002675 | 12.05401178375 | 1.521290093175 | 3.3402663855 | 5.5339670007 | 8.67566171375 | 1.1787611121 | 4.007922490925 | 5.42990381231875 | 1.245090153525 | 4.6836241326875 | 2.8179099552 | 1.3679237505 | 1.64542057595 | 2.70934089055 | 5.152969777725 | 4.471052225575 | 2.947013826325 | 3.5709784016125 | 7.41653926425 | 5.74566373675 | 6.246023972275 | 4.9968191784 | 2.641801455825 | 5.11924452425 | 4.17416850596667 | 4.5059450031 | 5.232325 | 2.967279871675 | 4.281786845975 | 2.7265130342875 | 8.891471108 | 1.9161347454625 | 2.028805399375 | 1.5020526742 | 1.46612108695 | 6.53476829185 | 15.6150599325 | 3.9180641563125 | 3.3789965757 | 5.6214215757 | 4.48485 | 4.48485 | 5.1241055695 | 2.47940168855 | 4.8444711584 | 2.242425 | 2.538136975575 | 7.9544346065 | 3.86062748385 | 8.44749143925 | 7.986389657925 | 4.989967443375 | 2.94276528355 | 2.28379794425 | 4.50820708865 | 2.084849411 | 3.155296122675 | 3.380594267625 | 8.97605924325 | 3.7595645124 | 5.230846863475 | 9.805345904 | 4.691178794725 | 4.3679657987 | 4.393874869225 | 3.192802847825 | 3.923329189325 | 5.026015332225 | 6.246023972275 | 4.989967443375 | 1.497613221525 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| milk_yield_5 | upper | 6.7484376678375 | 7.332918619275 | 7.8276927560625 | 5.945183022375 | 11.2950584034 | 8.890365669225 | 4.581328244325 | 1.7879898036 | 15.65275145775 | 2.86601735115 | 4.4073875353125 | 13.274154948 | 3.6688931979375 | 4.3937547948 | 6.999287892825 | 8.7678177144 | 5.5390106469 | 12.3574353571875 | 11.49217872015 | 7.862884948425 | 3.216958251525 | 3.82241323155 | 5.860551633375 | 2.9357589529125 | 5.58673125 | 3.0621414696 | 9.8859482883 | 11.49217872015 | 7.13985154155 | 11.884746575325 | 8.326413582675 | 7.11472722285 | 10.8818135736 | 3.5506868865 | 8.33519801265 | 4.74943057725 | 3.138692422425 | 5.3604109215 | 12.632045033775 | 6.48019721805 | 12.2368767606375 | 8.720654216175 | 3.177605208225 | 4.3526742941625 | 4.323061849875 | 10.075975661475 | 15.1170375 | 17.2382680815 | 16.70788260375 | 12.0828256850625 | 11.613037498875 | 6.074895144825 | 5.3604109215 | 8.0634727749375 | 5.991534246575 | 13.040226700875 | 8.1253465761 | 7.530038936025 | 9.114894849675 | 11.533606335075 | 11.890366043475 | 9.247256154375 | 16.86990812475 | 4.5780419923875 | 8.529764686725 | 12.632045033775 | 4.3937547948 | 10.588228767525 | 13.21973737425 | 7.727159252775 | 7.11472722285 | 6.2230706532 | 17.57501918175 | 12.6827940003 | 15.1854586155 | 13.274154948 | 1.372838431875 | 3.2953160961 | 18.27412463175 | 19.21933797675 | 14.07052959975 | 6.7166859495 | 14.5149865239 | 22.370049114 | 5.748062705625 | 9.312015166425 | 6.8168820763125 | 5.8918141890375 | 11.856304341975 | 7.13472903525 | 14.1467911365 | 13.51703710575 | 6.441930504075 | 8.406138817575 | 9.69154298545 | 12.8660619080625 | 6.074895144825 | 3.753711041025 | 4.36032710745 | 6.54049066245 | 6.812206069275 | 15.250510894125 | 13.869462597 | 7.13985154155 | 12.779639615175 | 6.64640041935 | 6.8359698852 | 17.567459728 | 10.35514459505 | 0.868373199225 | 7.61660604915 | 6.191924334825 | 3.4900569103125 | 13.14525 | 4.6701651883125 | 15.25719818625 | 9.4288147353 | 2.668070624025 | 7.7542033625625 | 9.8859482883 | 12.8799143145 | 16.07767427775 | 2.3812305603 | 6.135940875775 | 10.896871080075 | 6.4023098829 | 6.2244859593 | 6.865241866875 | 7.13985154155 | 7.2343584609 | 7.332918619275 | 5.637036860775 | 7.166365180575 | 2.2648079235 | 2.575305688725 | 13.67234228025 | 10.896871080075 | 1.319450529 | 4.5427419382125 | 7.6890708909 | 1.7069666397375 | 9.312015166425 | 18.22978969425 | 6.04141284285 | 3.048468360675 | 3.567899150625 | 4.3009658059875 | 9.4087577052 | 12.4797124032 | 9.513082173 | 9.33672893895 | 6.9359979249375 | 7.530038936025 | 5.349875381025 | 9.114894849675 | 11.590738878525 | 18.673457883 | 15.65143881975 | 5.64950254725 | 4.5412208562 | 10.0840273974 | 3.4100254943625 | 10.435167636375 | 5.83916896155 | 6.938677985775 | 13.864305327825 | 7.0684527018 | 6.04141284285 | 6.43757106105 | 11.593630308225 | 2.180163553725 | 14.06658291375 | 6.189972174675 | 10.984386985725 | 11.2126664658375 | 26.2252239301875 | 17.15117985675 | 2.57835087705 | 7.135798302525 | 16.06900663225 | 12.284606676975 | 3.911839664775 | 5.621070068925 | 9.33672893895 | 7.332918619275 | 8.896757007075 | 12.7813541618625 | 5.201205707725 | 2.7336647413125 | 13.27641945 | 2.87844372331875 | 10.305510129825 | 7.332918619275 | 14.1331010535 | 10.4417934779625 | 7.4827609357875 | 12.505253156025 | 13.728418821525 | 7.92822625935 | 7.727159252775 | 4.5574474242 | 2.319875075325 | 3.76567225558125 | 1.61025837105 | 3.6949986342375 | 15.1854586155 | 10.699750763325 | 21.19843451625 | 2.675372232825 | 5.8742615745 | 9.7321488633 | 15.25719818625 | 2.0729936799 | 7.048415415075 | 9.54914118718125 | 2.189641304475 | 8.2367183023125 | 4.9556347488 | 2.4056590095 | 2.89367066805 | 4.76470294545 | 9.062119264275 | 7.862884948425 | 5.182679487675 | 6.2799964993875 | 13.04287939575 | 10.10444312325 | 10.984386985725 | 8.7875095896 | 4.645926698175 | 9.00280933575 | 7.3407790967 | 7.9242481089 | 9.201675 | 5.218319774325 | 7.530038936025 | 4.7949022327125 | 15.636725052 | 3.3697542075375 | 3.567899150625 | 2.6415409098 | 2.57835087705 | 11.49217872015 | 27.4609674675 | 6.8903886886875 | 5.9423732883 | 9.8859482883 | 7.88715 | 7.88715 | 9.0113580705 | 4.36032710745 | 8.5195872096 | 3.943575 | 4.463620198425 | 13.9888332735 | 6.78937936815 | 14.85593322075 | 14.045030088075 | 8.775459986625 | 5.17520791245 | 4.01633431575 | 7.92822625935 | 3.666459309 | 5.548969043325 | 5.945183022375 | 15.78548349675 | 6.6116479356 | 9.199075518525 | 17.243884176 | 8.250004087275 | 7.6815950253 | 7.727159252775 | 5.614929146175 | 6.899647884675 | 8.838854549775 | 10.984386985725 | 8.775459986625 | 2.633733596475 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| milk_yield_5 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| milk_yield_6 | lower | 5.471348045275 | 5.258243695625 | 6.515181077775 | 1.21530016815 | 8.11983116610833 | 7.182927568225 | 4.515568150675 | 2.0136630037 | 4.3722167811 | 0.7989502001 | 6.13587228095833 | 6.053009964225 | 5.258243695625 | 2.028805399375 | 6.558325170925 | 1.8046293536 | 2.7654600669125 | 6.8585543202625 | 5.22648855135 | 2.5914897118 | 6.4021745716 | 5.9798 | 5.337115850835 | 7.6132553764125 | 11.391314212875 | 2.39396787705 | 4.299878433625 | 3.101290966925 | 3.02116903395 | 5.955474039475 | 5.6214215757 | 2.767713709475 | 1.829250770475 | 8.432132365 | 9.99363835825 | 13.29371262875 | 3.40101125 | 3.3262262120375 | 11.058411254 | 5.5368621142 | 9.57839173 | 8.9697 | 5.6060625 | 2.820154151375 | 4.048927255525 | 9.48581189896667 | 2.143137619525 | 3.0209701592 | 5.454221900975 | 5.153124937875 | 2.376275048825 | 2.7103407105 | 4.88537907025 | 5.232325 | 10.51648739125 | 4.108475858425 | 6.084172002675 | 5.409399667 | 3.492682290875 | 5.528653724375 | 7.4952287705 | 5.7974818778 | 3.7476143838 | 3.942162670925 | 7.9544346065 | 7.203406335825 | 3.934790048775 | 2.6939818152125 | 4.68451797975 | 7.7579148276 | 2.81071078785 | 2.1285827141875 | 4.9277033388375 | 7.47475 | 3.43531318515 | 4.9968191784 | 5.7775721743 | 11.86744554725 | 11.2428431485 | 3.1230119865 | 3.61245452025 | 7.1677786751 | 2.03542362495 | 3.9134923973 | 3.082503448875 | 7.0681560191 | 14.9495 | 7.72125496625 | 4.05991558245 | 4.4510409789375 | 4.3149996444375 | 3.1511632261 | 2.6103525714875 | 7.182927568225 | 3.4563755966 | 2.445445568975 | 3.077405733175 | 2.147118427775 | 4.702946207375 | 5.6214215757 | 4.4507292612 | 5.61291547115 | 2.7430284317 | 4.48700027025 | 5.182979424325 | 5.30912037705 | 0.92945493725 | 4.461965668625 | 3.1230119865 | 4.18245300895 | 3.942162670925 | 5.70267459205 | 3.4117626027 | 1.867519206725 | 2.947013826325 | 2.54292513005 | 3.5295060421 | 5.30912037705 | 1.910446250825 | 4.9968191784 | 7.182927568225 | 1.5051893838 | 2.755659048925 | 2.23533493741667 | 3.661561170725 | 0.79252828785 | 4.281786845975 | 12.504608078 | 2.3361982983625 | 2.70934089055 | 5.232325 | 5.6214215757 | 2.5526912237 | 0.8918503081 | 5.6214215757 | 6.3535375 | 5.7775721743 | 2.22991548000833 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| milk_yield_6 | upper | 9.622025872725 | 9.247256154375 | 11.457732240225 | 2.13725201985 | 14.279703085225 | 12.632045033775 | 7.941171575325 | 3.5412694203 | 7.6890708909 | 1.4050503519 | 10.790671942375 | 10.644948557775 | 9.247256154375 | 3.567899150625 | 11.533606335075 | 3.1736585184 | 4.8633952900875 | 12.0615955287375 | 9.19141090065 | 4.5574474242 | 11.2589966604 | 10.5162 | 9.385962358365 | 13.3888284205875 | 20.033000857125 | 4.21008143895 | 7.561855176375 | 5.453994459075 | 5.31309037005 | 10.473419862525 | 9.8859482883 | 4.867358592525 | 3.216958251525 | 14.828922435 | 17.57501918175 | 23.37859807125 | 5.98108875 | 5.8495702349625 | 19.447550826 | 9.7372402698 | 16.84475787 | 15.7743 | 9.8589375 | 4.959581438625 | 7.120527242475 | 16.6819450637 | 3.768966158475 | 5.3127406248 | 9.591907481025 | 9.062392132125 | 4.178966465175 | 4.7664612495 | 8.59152870975 | 9.201675 | 18.49451230875 | 7.225250647575 | 10.699750763325 | 9.513082173 | 6.142303339125 | 9.722804825625 | 13.1812643895 | 10.1955715782 | 6.5906321922 | 6.932768835075 | 13.9888332735 | 12.668059418175 | 6.919803189225 | 4.7376921577875 | 8.23829024025 | 13.6432295244 | 4.94297414415 | 3.7433696008125 | 8.6659610441625 | 13.14525 | 6.04141284285 | 8.7875095896 | 10.1605579617 | 20.87033527275 | 19.7718965715 | 5.4921934935 | 6.35293725975 | 12.6054038769 | 3.57953809905 | 6.8823486987 | 5.420954341125 | 12.4302054129 | 26.2905 | 13.57875873375 | 7.13985154155 | 7.8276927560625 | 7.5884476505625 | 5.5417008459 | 4.5906200395125 | 12.632045033775 | 6.0784536354 | 4.300611173025 | 5.411989392825 | 3.775966890225 | 8.270698502625 | 9.8859482883 | 7.8271445628 | 9.87098927685 | 4.8239465523 | 7.89093150975 | 9.114894849675 | 9.33672893895 | 1.63455868275 | 7.846905141375 | 5.4921934935 | 7.35534839505 | 6.932768835075 | 10.02884152395 | 5.9999963013 | 3.284257915275 | 5.182679487675 | 4.47204074595 | 6.2070623499 | 9.33672893895 | 3.359750303175 | 8.7875095896 | 12.632045033775 | 2.6470571922 | 4.846159017075 | 3.93110626925 | 6.439297231275 | 1.39375664415 | 7.530038936025 | 21.990862482 | 4.1084866626375 | 4.76470294545 | 9.201675 | 9.8859482883 | 4.4892156003 | 1.5684264039 | 9.8859482883 | 11.1734625 | 10.1605579617 | 3.921575499325 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| milk_yield_6 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Cp_rate_4 | lower | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Cp_rate_4 | upper | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Cp_rate_4 | distribution | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Cp_rate_5 | lower | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Cp_rate_5 | upper | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Cp_rate_5 | distribution | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Cp_rate_6 | lower | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Cp_rate_6 | upper | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Cp_rate_6 | distribution | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| feed_prod_CO2 | lower | 331.184971095 | 45.133148075 | 566.3995845 | 470.46152097375 | 1182.00021984643 | 269.7625261275 | 221.746107575 | 180.3104770925 | 215.74048304 | 47.124724665 | 1619.94680895 | 353.1609927 | 636.347764875 | 285.60514185 | 188.18787803125 | 463.295739725 | 557.70561879 | 107.39145537 | 353.795374058333 | 205.0853106 | 1125.06879889091 | 505.824049725 | 376.482458925 | 287.2287823875 | 115.7195333625 | 480.199254775 | 489.9038701 | 295.571760475 | 238.69117833 | 111.163082325 | 372.58146465 | 1361.641556625 | 291.7163923125 | 400.68005835 | 912.2124669 | 521.3961152625 | 183.185970525 | 1596.671548125 | 2362.96138125 | 658.50883510125 | 1978.17146925 | 438.181289725 | 657.110004825 | 706.4307762 | 306.3222104625 | 95.23853010375 | 85.7582934925 | 606.030680475 | 1004.416333125 | 1048.23661425 | 660.8741193 | 552.34185195 | 1410.624681825 | 518.534299465909 | 78.8871701775 | 223.729306425 | 202.857262425 | 396.77284790625 | 355.474324095 | 318.36475275 | 637.118123308929 | 758.92981695 | 830.80610975 | 618.792585675 | 1302.09833175 | 1396.68268875 | 1161.66945075 | 1325.623914375 | 621.5288507 | 515.3475348375 | 903.8513821125 | 1168.242768 | 784.46300685 | 1071.65347925 | 1636.336480125 | 832.7693655 | 623.002074375 | 1086.37102566 | 591.2651619375 | 737.00905815 | 282.944490909375 | 1385.9253989 | 552.3941231625 | 933.4779515625 | 288.342451561875 | 477.6709603875 | 313.434833175 | 231.4826089875 | 1096.897232475 | 417.24882855 | 515.391147375 | 1363.34610275 | 979.53714470625 | 709.9601368875 | 1004.580879255 | 419.8667931 | 405.7890725 | 720.043494225 | 112.255401525 | 138.206260955 | 66.4963597725 | 819.44189445 | 154.841742405 | 311.8910413875 | 349.1921323725 | 291.8935153125 | 81.189258375 | 83.8100086175 | 127.28276942625 | 489.077630425 | 462.9194262 | 331.233060774375 | 575.48907525 | 1231.37069191875 | 563.81972007625 | 361.285006292143 | 1220.668935 | 1315.103631 | 515.47392255 | 234.10156215 | 302.1182847375 | 343.3294324275 | 473.34933506625 | 1445.925024 | 2231.455147 | 538.042000659 | 123.0474409375 | 949.7441584125 | 350.223593199 | 324.79517655 | 940.19853645 | 425.22357978075 | 349.354235325 | 778.77374775 | 1285.8053836875 | 952.67970585 | 1199.7611907 | 1369.865711025 | 1659.0263969325 | 1780.591548 | 1915.26922303125 | 867.211457325 | 52.536350085 | 7.6069583875 | 127.3570601325 | 86.853056515 | 249.79853838 | 143.4432540375 | 303.3130207125 | 493.13594341875 | 1469.40168714 | 433.0990178325 | 150.10855328625 | 1163.52075375 | 169.0224357 | 139.609835570455 | 746.744690775 | 522.375852 | 1380.6223783875 | 355.6843372125 | 287.736852375 | 190.4475783 | 161.8400738 | 1601.5707015 | 2170.490441175 | 444.67161576 | 870.85420275 | 1170.644431125 | 781.07875275 | 846.4784110875 | 270.057208375 | 125.8169126325 | 451.865788575 | 106.1997366375 | 745.011298125 | 872.711914125 | 452.1556114875 | 873.9855819375 | 786.848487025 | 1092.168066375 | 1053.082658625 | 1911.95584779 | 841.460467125 | 774.398374 | 425.9943639825 | 796.227198075 | 1491.62738325 | 1127.16035793 | 1022.85485475 | 1372.9690411875 | 1164.5684667 | 1632.5951966625 | 1473.91577473125 | 1947.89956875 | 90.1068105375 | 151.756209993 | 154.39072069245 | 338.4441912 | 343.376059875 | 352.16687295 | 1532.27062033125 | 1504.22199755 | 684.835852875 | 566.802753225 | 466.172613375 | 894.47141025 | 134.316288529 | 303.5655937645 | 789.49499995 | 562.61442965625 | 1612.4735814 | 153.71706614625 | 964.81319925 | 974.48336105 | 924.2950824 | 671.501069525 | 454.491485892 | 517.370629575 | 393.3919245375 | 858.182761575 | 1305.66227113125 | 1139.24953392 | 966.3423046875 | 43.88182512 | 1105.28096325 | 414.03606735 | 900.346222275 | 231.38486115 | 443.3917322 | 237.81143578875 | 235.310495625 | 697.0618696125 | 1049.55975015937 | 447.2160168 | 355.70307825 | 359.9726216625 | 651.84876795 | 1061.61973818 | 681.3787384875 | 1078.01166925 | 695.9118286 | 238.493822205 | 1464.185981625 | 1127.33029767094 | 791.9021649 | 1137.42468 | 461.6743311 | 1323.613750875 | 712.0210086375 | 640.643769032143 | 294.987838635 | 283.752806475 | 414.59708675625 | 811.5177489375 | 648.1342191 | 379.565490525 | 239.77228801875 | 432.417971409375 | 854.8820767125 | 1995.057891375 | 256.080262175 | 190.002861525 | 811.09109625 | 678.7387021 | 686.3208839375 | 206.883089025 | 826.89208275 | 866.1170535 | 873.33794775 | 108.98741729625 | 524.884049537812 | 208.776617086875 | 551.4629180625 | 58.4515096725 | 497.5471683 | 390.44072698875 | 387.718809 | 396.62859102 | 54.9072081525 | 319.78195515 | 175.330860456818 | 1328.47707225 | 607.5680754375 | 141.0410877 | 638.0879556375 | 251.6923866 | 623.98175169375 | 476.923572225 | 309.563222715 | 410.015538675 | 885.713215925 | 859.0329980625 | 366.4939713525 | 573.67211541 | 122.459287905 | 423.21653244375 | 308.9153216 | 795.7313945625 | 823.7974499475 | 407.2160575425 | 1150.17374025 | 1605.38616 | 279.9452491875 | 337.3708224825 | 237.0292762125 | 784.45451355 | 799.900846125 | 385.8074146875 | 391.1315522 | 162.87839625 | 421.585977555 | 682.0357177 | 407.905951575 | 219.65339742 | 430.468979475 | 282.534897125 | 388.835054914286 | 264.421397045 | 315.1862088 | 384.581756630625 | 456.9023123625 | 217.84250128125 | 322.761763875 | 148.5090135275 | 143.5290021 | 339.2775799125 | 136.30346715 | 260.50228600875 | 312.6481227375 | 230.63129604 | 605.014421 | 964.77708165 | 1467.953922 | 282.55015655 | 228.26394770625 | 990.37868925 | 1834.0753425 | 1240.81842525 | 1650.80568625 | 522.494913225 | 165.4195330575 | 94.53219765 | 179.31836143875 | 206.02596255 | 184.9645044 | 2.606505474 | 162.59738689 | 368.39184105 | 407.7373768875 | 302.678074875 | 459.45447241125 | 303.34542525 | 322.895338325 | 324.24429699 | 740.000058325 | 427.043847075 | 1042.6094212 | 803.50864215 | 874.213281575 | 856.984759608333 | 357.15840890625 | 403.1562556875 | 182.361238575 | 267.041411375 | 188.6022609 | 706.982967675 | 222.83988735 | 914.1111551625 | 549.23474965 | 1017.2233305 | 265.3756534875 | 1473.9824565 | 396.674810575 | 219.109250625 | 290.97672045 | 112.474092975 | 798.6555375 | 230.82554842875 | 154.114733325 | 2044.93177791 | 473.295572625 | 450.226236125 | 739.4944125375 | 734.2872849375 | 544.3810809 | 504.304106175 | 306.88398315 | 443.186385375 | 217.0479219 | 45.1331480625 | 45.1331480625 | 45.1331480625 | 45.1331480625 | 131.450563725 | 971.8097475 | 3550.991472 | 238.0666441875 | 146.923828635 | 203.323336785 | 35.834667495 | 88.750233 | 500.7109789725 | 141.593706825 | 494.6392201125 | 457.7628552375 | 198.164479975 | 348.346914375 | 406.48811951625 | 148.985693325 | 815.4782313375 | 236.2676605375 | 315.8898776625 | 548.08092915 | 1391.56630870625 |
| feed_prod_CO2 | upper | 551.974951825 | 75.2219134583333 | 943.9993075 | 784.10253495625 | 1970.00036641071 | 449.6042102125 | 369.576845958333 | 300.517461820833 | 359.567471733333 | 78.541207775 | 2699.91134825 | 588.6016545 | 1060.579608125 | 476.00856975 | 313.646463385417 | 772.159566208333 | 929.50936465 | 178.98575895 | 589.658956763889 | 341.808851 | 1875.11466481818 | 843.040082875 | 627.470764875 | 478.7146373125 | 192.8658889375 | 800.332091291667 | 816.506450166667 | 492.619600791667 | 397.81863055 | 185.271803875 | 620.96910775 | 2269.402594375 | 486.1939871875 | 667.80009725 | 1520.3541115 | 868.9935254375 | 305.309950875 | 2661.119246875 | 3938.26896875 | 1097.51472516875 | 3296.95244875 | 730.302149541667 | 1095.183341375 | 1177.384627 | 510.5370174375 | 158.73088350625 | 142.930489154167 | 1010.051134125 | 1674.027221875 | 1747.06102375 | 1101.4568655 | 920.56975325 | 2351.041136375 | 864.223832443182 | 131.4786169625 | 372.882177375 | 338.095437375 | 661.28807984375 | 592.457206825 | 530.60792125 | 1061.86353884821 | 1264.88302825 | 1384.67684958333 | 1031.320976125 | 2170.16388625 | 2327.80448125 | 1936.11575125 | 2209.373190625 | 1035.88141783333 | 858.9125580625 | 1506.4189701875 | 1947.07128 | 1307.43834475 | 1786.08913208333 | 2727.227466875 | 1387.9489425 | 1038.336790625 | 1810.6183761 | 985.4419365625 | 1228.34843025 | 471.574151515625 | 2309.87566483333 | 920.6568719375 | 1555.7965859375 | 480.570752603125 | 796.1182673125 | 522.391388625 | 385.8043483125 | 1828.162054125 | 695.41471425 | 858.985245625 | 2272.24350458333 | 1632.56190784375 | 1183.2668948125 | 1674.301465425 | 699.7779885 | 676.315120833333 | 1200.072490375 | 187.092335875 | 230.343768258333 | 110.8272662875 | 1365.73649075 | 258.069570675 | 519.8184023125 | 581.9868872875 | 486.4891921875 | 135.315430625 | 139.683347695833 | 212.13794904375 | 815.129384041667 | 771.532377 | 552.055101290625 | 959.14845875 | 2052.28448653125 | 939.699533460417 | 602.141677153571 | 2034.448225 | 2191.839385 | 859.12320425 | 390.16927025 | 503.5304745625 | 572.2157207125 | 788.91555844375 | 2409.87504 | 3719.09191166667 | 896.736667765 | 205.079068229167 | 1582.9069306875 | 583.705988665 | 541.32529425 | 1566.99756075 | 708.70596630125 | 582.257058875 | 1297.95624625 | 2143.0089728125 | 1587.79950975 | 1999.6019845 | 2283.109518375 | 2765.0439948875 | 2967.65258 | 3192.11537171875 | 1445.352428875 | 87.560583475 | 12.6782639791667 | 212.2617668875 | 144.755094191667 | 416.3308973 | 239.0720900625 | 505.5217011875 | 821.89323903125 | 2449.0028119 | 721.8316963875 | 250.18092214375 | 1939.20125625 | 281.7040595 | 232.683059284091 | 1244.574484625 | 870.62642 | 2301.0372973125 | 592.8072286875 | 479.561420625 | 317.4126305 | 269.733456333333 | 2669.2845025 | 3617.484068625 | 741.1193596 | 1451.42367125 | 1951.074051875 | 1301.79792125 | 1410.7973518125 | 450.095347291667 | 209.6948543875 | 753.109647625 | 176.9995610625 | 1241.685496875 | 1454.519856875 | 753.5926858125 | 1456.6426365625 | 1311.41414504167 | 1820.280110625 | 1755.137764375 | 3186.59307965 | 1402.434111875 | 1290.66395666667 | 709.9906066375 | 1327.045330125 | 2486.04563875 | 1878.60059655 | 1704.75809125 | 2288.2817353125 | 1940.9474445 | 2720.9919944375 | 2456.52629121875 | 3246.49928125 | 150.1780175625 | 252.927016655 | 257.31786782075 | 564.073652 | 572.293433125 | 586.94478825 | 2553.78436721875 | 2507.03666258333 | 1141.393088125 | 944.671255375 | 776.954355625 | 1490.78568375 | 223.860480881667 | 505.942656274167 | 1315.82499991667 | 937.69071609375 | 2687.455969 | 256.19511024375 | 1608.02199875 | 1624.13893508333 | 1540.491804 | 1119.16844920833 | 757.48580982 | 862.284382625 | 655.6532075625 | 1430.304602625 | 2176.10378521875 | 1898.7492232 | 1610.5705078125 | 73.1363752 | 1842.13493875 | 690.06011225 | 1500.577037125 | 385.64143525 | 738.986220333333 | 396.35239298125 | 392.184159375 | 1161.7697826875 | 1749.26625026563 | 745.360028 | 592.83846375 | 599.9543694375 | 1086.41461325 | 1769.3662303 | 1135.6312308125 | 1796.68611541667 | 1159.85304766667 | 397.489703675 | 2440.309969375 | 1878.88382945156 | 1319.8369415 | 1895.7078 | 769.4572185 | 2206.022918125 | 1186.7016810625 | 1067.73961505357 | 491.646397725 | 472.921344125 | 690.99514459375 | 1352.5295815625 | 1080.2236985 | 632.609150875 | 399.62048003125 | 720.696619015625 | 1424.8034611875 | 3325.096485625 | 426.800436958333 | 316.671435875 | 1351.81849375 | 1131.23117016667 | 1143.86813989583 | 344.805148375 | 1378.15347125 | 1443.5284225 | 1455.56324625 | 181.64569549375 | 874.806749229688 | 347.961028478125 | 919.1048634375 | 97.4191827875 | 829.2452805 | 650.73454498125 | 646.198015 | 661.0476517 | 91.5120135875 | 532.96992525 | 292.218100761364 | 2214.12845375 | 1012.6134590625 | 235.0684795 | 1063.4799260625 | 419.487311 | 1039.96958615625 | 794.872620375 | 515.938704525 | 683.359231125 | 1476.18869320833 | 1431.7216634375 | 610.8232855875 | 956.12019235 | 204.098813175 | 705.36088740625 | 514.858869333333 | 1326.2189909375 | 1372.9957499125 | 678.6934292375 | 1916.95623375 | 2675.6436 | 466.5754153125 | 562.2847041375 | 395.0487936875 | 1307.42418925 | 1333.168076875 | 643.0123578125 | 651.885920333333 | 271.46399375 | 702.643295925 | 1136.72619616667 | 679.843252625 | 366.0889957 | 717.448299125 | 470.891495208333 | 648.058424857143 | 440.702328408333 | 525.310348 | 640.969594384375 | 761.5038539375 | 363.07083546875 | 537.936273125 | 247.515022545833 | 239.2150035 | 565.4626331875 | 227.17244525 | 434.17047668125 | 521.0802045625 | 384.3854934 | 1008.35736833333 | 1607.96180275 | 2446.58987 | 470.916927583333 | 380.43991284375 | 1650.63114875 | 3056.7922375 | 2068.03070875 | 2751.34281041667 | 870.824855375 | 275.6992217625 | 157.55366275 | 298.86393573125 | 343.37660425 | 308.274174 | 4.34417579 | 270.995644816667 | 613.98640175 | 679.5622948125 | 504.463458125 | 765.75745401875 | 505.57570875 | 538.158897208333 | 540.40716165 | 1233.33343054167 | 711.739745125 | 1737.68236866667 | 1339.18107025 | 1457.02213595833 | 1428.30793268056 | 595.26401484375 | 671.9270928125 | 303.935397625 | 445.069018958333 | 314.3371015 | 1178.304946125 | 371.39981225 | 1523.5185919375 | 915.391249416667 | 1695.3722175 | 442.2927558125 | 2456.6374275 | 661.124684291667 | 365.182084375 | 484.96120075 | 187.456821625 | 1331.0925625 | 384.70924738125 | 256.857888875 | 3408.21962985 | 788.825954375 | 750.377060208333 | 1232.4906875625 | 1223.8121415625 | 907.3018015 | 840.506843625 | 511.47330525 | 738.643975625 | 361.7465365 | 75.2219134375 | 75.2219134375 | 75.2219134375 | 75.2219134375 | 219.084272875 | 1619.6829125 | 5918.31912 | 396.7777403125 | 244.873047725 | 338.872227975 | 59.724445825 | 147.917055 | 834.5182982875 | 235.989511375 | 824.3987001875 | 762.9380920625 | 330.274133291667 | 580.578190625 | 677.48019919375 | 248.309488875 | 1359.1303855625 | 393.779434229167 | 526.4831294375 | 913.46821525 | 2319.27718117708 |
| feed_prod_CO2 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm |
| feed_trans_CO2 | lower | 0.360618571 | 0.14424742825 | 4.038927994 | 2.853845215125 | 57.8117651528571 | 2.17152482775 | 0.44081583525 | 0.5769897135 | 1.153979427 | 0 | 1.639011405 | 0.06491134275 | 0.15867217125 | 0 | 0.15025773775 | 0.0901546425 | 1.7309691405 | 0.2307958854 | 0.036061857 | 0.0216371142 | 0.926224948840909 | 0.265054649625 | 0.265054649625 | 0.151459799625 | 0 | 3.233938362 | 0 | 0.28849485675 | 0.36061857075 | 0 | 0.7211402173125 | 3.1600356445 | 0 | 1.15397942675 | 2.277490788 | 16.52659944 | 0.023945073 | 21.70924918875 | 0.6923876565 | 0.3894680565 | 3.24556713825 | 1.1704761975 | 0.322198810875 | 0.173096914125 | 0.1298226855 | 0 | 0.01442474275 | 0.180309285375 | 1.817517597 | 1.817517597 | 1.1684041695 | 0.15867217125 | 2.190757818375 | 0 | 0 | 0 | 0.0112693303125 | 0.237557483625 | 0.08654845695 | 0.1298226855 | 17.77957201875 | 0.14955573375 | 0.43274228475 | 0.0753918200625 | 3.8042568045 | 6.812267805 | 0 | 4.628566269 | 1.1163223 | 0.27887836125 | 1.9591814895 | 0.26483827875 | 0.432742285125 | 0.1373956755 | 3.79204277325 | 0 | 1.7309691405 | 0.77572392255 | 0.596286999375 | 0.11212307775 | 8.265296908125 | 0.40389279925 | 0.311574445125 | 1.321476331625 | 6.407454298125 | 1.4280495406875 | 0.6491134275 | 0.0180309285 | 0.940489439625 | 0.254236092375 | 0.17309691375 | 7.8421944425 | 2.423356796625 | 2.00070219646875 | 2.69745674805 | 0.519290742 | 0.461591771 | 0.43274228475 | 7.8210882225 | 0 | 0 | 0 | 0.370921959 | 0.139018459125 | 2.0942923505625 | 1.119341422125 | 0 | 0 | 0 | 9.190918411 | 2.0335650545 | 5.273498941875 | 0 | 3.1989888279375 | 4.475594317625 | 0.197825044607143 | 0.517181123625 | 0.28788180525 | 0.3155412495 | 0 | 4.10274682575 | 0 | 0.710529820375 | 0.398122902 | 0.61818260275 | 2.8158369402 | 0 | 0.238008256875 | 0 | 0.207458712 | 0.405695892375 | 2.18882735235 | 0.45077321325 | 0 | 2.9490395026875 | 4.688762660625 | 8.0927134725 | 32.77123260375 | 97.79594418 | 21.745299824625 | 14.38279838925 | 21.2013736265625 | 0 | 0 | 8.176414785375 | 1.937637926 | 0.0600838344 | 0.25657290075 | 32.67204252375 | 109.78839804375 | 26.4007542465 | 0 | 1.593714106 | 1.147805637 | 0.43245379 | 1.69126938688636 | 7.299003943125 | 0.654901355625 | 0.068562605625 | 0 | 0 | 0 | 0 | 0.476021453625 | 0 | 8.94210552075 | 0.42192372825 | 0.2434175355 | 0.53371548525 | 2.25237390309375 | 2.575026957 | 21.342833355 | 0 | 0 | 1.153979427 | 0.21637114275 | 0.05407549275 | 0.21637114275 | 0.2163711425 | 0 | 0 | 0.34619382825 | 0 | 0 | 2.6956238175 | 0 | 0.21637114275 | 4.0334648919 | 2.99020074825 | 8.816316704625 | 3.0291959955 | 2.287410393375 | 0.272015268 | 0.34619382825 | 0 | 0 | 0 | 0.17309691375 | 0.115397943 | 0.0540927855 | 0.45516806175 | 0.38280283225 | 0 | 0.64807484625 | 0 | 0 | 0.420721666 | 3.8465980895 | 2.677548036 | 1.106937541875 | 39.720153982875 | 1.21440053025 | 1.081855712625 | 4.444893004 | 0 | 1.17550889375 | 0.1469386116 | 0.15867217125 | 0 | 1.79847693675 | 10.59182493 | 6.17640605865 | 0.993510333375 | 0 | 2.73493124175 | 5.531239890375 | 1.21550317039286 | 1.68460389525 | 0.0901546425 | 0.013523196375 | 0.0300515475 | 0.97367014125 | 2.5500795620625 | 0.27046392825 | 0.27046392825 | 0.27046392825 | 0.658421465625 | 3.62762103405 | 0.28849485675 | 1.18616598 | 0.54141944025 | 3.899990085 | 1.009603447125 | 1.33171879771875 | 1.059350556375 | 0.0167839395 | 0.54525527925 | 3.953286235125 | 0.34619382825 | 0 | 4.36008305225 | 0.5529484755 | 1.7528275576875 | 3.323956067625 | 0.259645371 | 4.26121974 | 23.7132622875 | 0.562564970625 | 1.529005645875 | 0.352892441625 | 0.5787928065 | 0 | 0.81139178475 | 0.270463928 | 0.051929074375 | 1.2740209515 | 0.43274228475 | 0 | 0 | 0.0108185570625 | 1.4374749106875 | 0.6428564263125 | 2.077162968375 | 0 | 1.190041284 | 0.090154642875 | 4.37939390175 | 0.69947037135 | 0 | 0.45077321325 | 0.245876298136364 | 2.045783592 | 0.0540927855 | 0.27046392825 | 2.596453710375 | 0.86548457025 | 1.298226855375 | 2.04099346425 | 0.519290742 | 0.259645371 | 0 | 1.557872226 | 0.261664835 | 1.9906145115 | 0 | 1.7309691403125 | 0 | 0 | 0 | 0 | 0 | 0.917413644 | 0.146050521375 | 0 | 0.587754447 | 2.120437197 | 1.7309691405 | 0.432742285125 | 0.261664835 | 0 | 0 | 0.209158771 | 1.4693861175 | 0.73469305875 | 0 | 0 | 0.488180235214286 | 0 | 0.02596453725 | 1.358975475375 | 0.36419590725 | 0.1298226855 | 0 | 0 | 0 | 0.9231835415625 | 0 | 0.0540927855 | 0 | 0.03894680595 | 0.2148986165 | 0.7343997196875 | 0.57662909475 | 1.29162315675 | 0 | 6.988021057875 | 1.341501084 | 0.23368083375 | 1.291014483875 | 0.5534293005 | 0.04111051725 | 0 | 0.205714056375 | 0.205714056375 | 0.072123714 | 0 | 0.0288494855 | 4.28072596175 | 0.781300222125 | 0.7309359825 | 4.0191235425 | 1.539351162375 | 2.01007892325 | 0.1904066055 | 0.72989198775 | 0.759182827375 | 1.58672171175 | 8.0816236460625 | 23.007464825 | 7.83672595941667 | 0 | 0.2622418245 | 0.0395836695 | 0.35427378 | 0 | 12.13898517375 | 4.017301645 | 0.8776554470625 | 0 | 2.2304619225 | 0.78902441775 | 0.458706822 | 0.37023506625 | 0 | 0.043274228625 | 0 | 11.7580134975 | 5.323992608 | 0.024233568 | 16.5247168617 | 0.8632643439375 | 0.225025988 | 10.0295398411875 | 2.531542367625 | 0.30291959925 | 0.30291959925 | 0.2380082565 | 0.22502598825 | 0.28849485675 | 0.28849485675 | 0.28849485675 | 0.28849485675 | 0.28849485675 | 0.072123714 | 1.0097319985 | 27.2840097575 | 0.43274228475 | 0.1682886665 | 0 | 0 | 0 | 0.6491134275 | 0 | 0 | 0.259645371 | 0 | 0.02596453725 | 0 | 0.61968695225 | 1.038581484 | 0.550653515 | 0 | 0.30291959925 | 2.991011502125 |
| feed_trans_CO2 | upper | 0.601030951666667 | 0.240412380416667 | 6.73154665666667 | 4.756408691875 | 96.3529419214286 | 3.61920804625 | 0.73469305875 | 0.9616495225 | 1.923299045 | 0 | 2.731685675 | 0.10818557125 | 0.26445361875 | 0 | 0.250429562916667 | 0.1502577375 | 2.8849485675 | 0.384659809 | 0.060103095 | 0.036061857 | 1.54370824806818 | 0.441757749375 | 0.441757749375 | 0.252432999375 | 0 | 5.38989727 | 0 | 0.48082476125 | 0.60103095125 | 0 | 1.2019003621875 | 5.26672607416667 | 0 | 1.92329904458333 | 3.79581798 | 27.5443324 | 0.039908455 | 36.18208198125 | 1.1539794275 | 0.6491134275 | 5.40927856375 | 1.9507936625 | 0.536998018125 | 0.288494856875 | 0.2163711425 | 0 | 0.0240412379166667 | 0.300515475625 | 3.029195995 | 3.029195995 | 1.9473402825 | 0.26445361875 | 3.651263030625 | 0 | 0 | 0 | 0.0187822171875 | 0.395929139375 | 0.14424742825 | 0.2163711425 | 29.63262003125 | 0.24925955625 | 0.72123714125 | 0.1256530334375 | 6.3404280075 | 11.353779675 | 0 | 7.714277115 | 1.86053716666667 | 0.46479726875 | 3.2653024825 | 0.44139713125 | 0.721237141875 | 0.2289927925 | 6.32007128875 | 0 | 2.8849485675 | 1.29287320425 | 0.993811665625 | 0.18687179625 | 13.775494846875 | 0.673154665416667 | 0.519290741875 | 2.20246055270833 | 10.679090496875 | 2.3800825678125 | 1.0818557125 | 0.0300515475 | 1.567482399375 | 0.423726820625 | 0.28849485625 | 13.0703240708333 | 4.038927994375 | 3.33450366078125 | 4.49576124675 | 0.86548457 | 0.769319618333333 | 0.72123714125 | 13.0351470375 | 0 | 0 | 0 | 0.618203265 | 0.231697431875 | 3.4904872509375 | 1.865569036875 | 0 | 0 | 0 | 15.3181973516667 | 3.38927509083333 | 8.789164903125 | 0 | 5.3316480465625 | 7.45932386270833 | 0.329708407678571 | 0.861968539375 | 0.47980300875 | 0.5259020825 | 0 | 6.83791137625 | 0 | 1.18421636729167 | 0.66353817 | 1.03030433791667 | 4.693061567 | 0 | 0.396680428125 | 0 | 0.34576452 | 0.676159820625 | 3.64804558725 | 0.75128868875 | 0 | 4.9150658378125 | 7.814604434375 | 13.4878557875 | 54.61872100625 | 162.9932403 | 36.242166374375 | 23.97133064875 | 35.3356227109375 | 0 | 0 | 13.627357975625 | 3.22939654333333 | 0.100139724 | 0.42762150125 | 54.45340420625 | 182.98066340625 | 44.0012570775 | 0 | 2.65619017666667 | 1.913009395 | 0.720756316666667 | 2.81878231147727 | 12.165006571875 | 1.091502259375 | 0.114271009375 | 0 | 0 | 0 | 0 | 0.793369089375 | 0 | 14.90350920125 | 0.70320621375 | 0.4056958925 | 0.88952580875 | 3.75395650515625 | 4.291711595 | 35.571388925 | 0 | 0 | 1.923299045 | 0.36061857125 | 0.09012582125 | 0.36061857125 | 0.360618570833333 | 0 | 0 | 0.57698971375 | 0 | 0 | 4.4927063625 | 0 | 0.36061857125 | 6.7224414865 | 4.98366791375 | 14.693861174375 | 5.0486599925 | 3.812350655625 | 0.45335878 | 0.57698971375 | 0 | 0 | 0 | 0.28849485625 | 0.192329905 | 0.0901546425 | 0.75861343625 | 0.638004720416667 | 0 | 1.08012474375 | 0 | 0 | 0.701202776666667 | 6.41099681583333 | 4.46258006 | 1.844895903125 | 66.200256638125 | 2.02400088375 | 1.803092854375 | 7.40815500666667 | 0 | 1.95918148958333 | 0.244897686 | 0.26445361875 | 0 | 2.99746156125 | 17.65304155 | 10.29401009775 | 1.655850555625 | 0 | 4.55821873625 | 9.218733150625 | 2.02583861732143 | 2.80767315875 | 0.1502577375 | 0.022538660625 | 0.0500859125 | 1.62278356875 | 4.2501326034375 | 0.45077321375 | 0.45077321375 | 0.45077321375 | 1.097369109375 | 6.04603505675 | 0.48082476125 | 1.9769433 | 0.90236573375 | 6.499983475 | 1.682672411875 | 2.21953132953125 | 1.765584260625 | 0.0279732325 | 0.90875879875 | 6.588810391875 | 0.57698971375 | 0 | 7.26680508708333 | 0.9215807925 | 2.9213792628125 | 5.539926779375 | 0.432742285 | 7.1020329 | 39.5221038125 | 0.937608284375 | 2.548342743125 | 0.588154069375 | 0.9646546775 | 0 | 1.35231964125 | 0.450773213333333 | 0.0865484572916667 | 2.1233682525 | 0.72123714125 | 0 | 0 | 0.0180309284375 | 2.3957915178125 | 1.0714273771875 | 3.461938280625 | 0 | 1.98340214 | 0.150257738125 | 7.29898983625 | 1.16578395225 | 0 | 0.75128868875 | 0.409793830227273 | 3.40963932 | 0.0901546425 | 0.45077321375 | 4.327422850625 | 1.44247428375 | 2.163711425625 | 3.40165577375 | 0.86548457 | 0.432742285 | 0 | 2.59645371 | 0.436108058333333 | 3.3176908525 | 0 | 2.8849485671875 | 0 | 0 | 0 | 0 | 0 | 1.52902274 | 0.243417535625 | 0 | 0.979590745 | 3.534061995 | 2.8849485675 | 0.721237141875 | 0.436108058333333 | 0 | 0 | 0.348597951666667 | 2.4489768625 | 1.22448843125 | 0 | 0 | 0.813633725357143 | 0 | 0.04327422875 | 2.264959125625 | 0.60699317875 | 0.2163711425 | 0 | 0 | 0 | 1.5386392359375 | 0 | 0.0901546425 | 0 | 0.06491134325 | 0.358164360833333 | 1.2239995328125 | 0.96104849125 | 2.15270526125 | 0 | 11.646701763125 | 2.23583514 | 0.38946805625 | 2.15169080645833 | 0.9223821675 | 0.06851752875 | 0 | 0.342856760625 | 0.342856760625 | 0.12020619 | 0 | 0.0480824758333333 | 7.13454326958333 | 1.302167036875 | 1.2182266375 | 6.6985392375 | 2.565585270625 | 3.35013153875 | 0.3173443425 | 1.21648664625 | 1.26530471229167 | 2.64453618625 | 13.4693727434375 | 38.3457747083333 | 13.0612099323611 | 0 | 0.4370697075 | 0.0659727825 | 0.5904563 | 0 | 20.23164195625 | 6.69550274166667 | 1.4627590784375 | 0 | 3.7174365375 | 1.31504069625 | 0.76451137 | 0.61705844375 | 0 | 0.072123714375 | 0 | 19.5966891625 | 8.87332101333333 | 0.04038928 | 27.5411947695 | 1.4387739065625 | 0.375043313333333 | 16.7158997353125 | 4.219237279375 | 0.50486599875 | 0.50486599875 | 0.3966804275 | 0.37504331375 | 0.48082476125 | 0.48082476125 | 0.48082476125 | 0.48082476125 | 0.48082476125 | 0.12020619 | 1.68288666416667 | 45.4733495958333 | 0.72123714125 | 0.280481110833333 | 0 | 0 | 0 | 1.0818557125 | 0 | 0 | 0.432742285 | 0 | 0.04327422875 | 0 | 1.03281158708333 | 1.73096914 | 0.917755858333333 | 0 | 0.50486599875 | 4.98501917020833 |
| feed_trans_CO2 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | const | posnorm | posnorm | const | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | const | posnorm | posnorm | posnorm | posnorm | const | const | const | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | const | posnorm | posnorm | posnorm | posnorm | const | posnorm | const | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | const | const | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | posnorm | const | const | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | const | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | const | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | const | posnorm | const | const | const | const | const | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | posnorm | posnorm | posnorm | const | const | posnorm | const | posnorm | posnorm | posnorm | posnorm | const | const | const | posnorm | const | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | const | posnorm | posnorm | posnorm | posnorm | const | posnorm | const | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | const | const | const | posnorm | const | const | posnorm | const | posnorm | const | posnorm | posnorm | posnorm | const | posnorm | posnorm |
| live_weight_LW_1 | lower | 123.075328473 | 329.5218368205 | 336.779452251 | 322.56309925125 | 252.386422803 | 305.018580348 | 281.395150596 | 268.28315001 | 316.2405175065 | 286.2142020585 | 424.4095923255 | 326.678883417 | 576.2307128355 | 382.181714064 | 257.017164021 | 321.741110844 | 346.66728738075 | 325.1278006425 | 301.095893871 | 442.7967443805 | 270.80870548275 | 309.0185683155 | 236.038983885 | 576.2307128355 | 316.862523594 | 258.13785642525 | 272.1589767585 | 362.2601317275 | 448.12308619575 | 304.221157929 | 349.5397146435 | 329.95646149275 | 301.2499853055 | 240.3464761935 | 188.158036032 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_1 | upper | 164.820176727 | 441.2894773795 | 451.008740149 | 431.97046624875 | 337.991174397 | 408.475174852 | 376.839119804 | 359.27977399 | 423.5033830935 | 383.2927033415 | 568.3613838745 | 437.482247383 | 771.6773873645 | 511.810599536 | 344.192576379 | 430.869674756 | 464.25034391925 | 435.4050663575 | 403.221986529 | 592.9851138195 | 362.66195061725 | 413.8318838845 | 316.098990115 | 771.6773873645 | 424.336362006 | 345.69338667475 | 364.4702086415 | 485.1319892725 | 600.11805110425 | 407.407281671 | 468.0970447565 | 441.87151860725 | 403.4283428945 | 321.8675032065 | 251.977720768 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_1 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_2 | lower | 286.2142020585 | 267.250715622 | 399.932597349 | 207.265774905 | 249.111776394 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_2 | upper | 383.2927033415 | 357.897157178 | 535.582250251 | 277.566447095 | 333.605829206 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_2 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_3 | lower | 95.72028170175 | 72.5349754359 | 184.47760611 | 133.6473443925 | 196.8160710105 | 320.353210035 | 157.91220818325 | 204.330658743 | 382.181714064 | 238.9913487315 | 179.3540713635 | 168.295101309 | 203.349290256 | 236.6147266065 | 254.20482239625 | 173.7139031235 | 155.66989347675 | 262.6393079205 | 258.0791833755 | 223.4140941555 | 216.1606211145 | 206.000381289 | 224.7230292165 | 268.8802956045 | 240.3464761935 | 74.726241243075 | 205.859850867 | 170.0275092345 | 353.7333220635 | 123.075328473 | 197.1794892735 | 153.4122537075 | 130.260629115 | 237.456366975 | 223.4140941555 | 235.987469964 | 123.075328473 | 143.860203882 | 204.9033634785 | 259.1221039965 | 296.0101656855 | 207.265774905 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_3 | upper | 128.18680999825 | 97.1374817241 | 247.04895789 | 178.9780226075 | 263.5723991895 | 429.011023965 | 211.47307411675 | 273.635794457 | 511.810599536 | 320.0527418685 | 240.1876160365 | 225.377650291 | 272.321564144 | 316.8700139935 | 340.42634110375 | 232.6344082765 | 208.47020822325 | 351.7216462795 | 345.6148128245 | 299.1919740445 | 289.4782586855 | 275.871855644333 | 300.9448753835 | 360.0794601955 | 321.8675032065 | 100.071983886925 | 275.683659933 | 227.6976585655 | 473.7130453365 | 164.820176727 | 264.0590821265 | 205.4468192925 | 174.442596885 | 317.997123025 | 299.1919740445 | 316.030003636 | 164.820176727 | 192.654892918 | 274.4027499215 | 347.0114726035 | 396.4112745145 | 277.566447095 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_3 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_4 | lower | 348.2119015245 | 316.2405175065 | 316.2405175065 | 299.873979171 | 244.7039893365 | 335.2038117105 | 258.13354295025 | 313.1704551555 | 363.8818274985 | 469.513083708 | 240.3464761935 | 330.927186555 | 337.335352731 | 273.911092434 | 177.2557987635 | 311.102504361 | 331.9797314835 | 309.082263507 | 318.42867142575 | 443.3827020435 | 418.2029193825 | 316.2405175065 | 250.5048828705 | 335.510578044 | 407.8193019435 | 385.60004925075 | 306.898323669 | 424.4095923255 | 500.0729047065 | 339.09593987475 | 276.62838606 | 321.5478234735 | 323.459290629 | 311.102504361 | 300.9875770845 | 333.9563127885 | 267.250715622 | 311.046829497 | 296.0101656855 | 238.1778711225 | 306.4436320185 | 249.111776394 | 341.859508338 | 318.1019768235 | 349.246655385 | 376.379046405 | 195.6592406205 | 333.95955435 | 299.311293924 | 299.4196582485 | 337.335352731 | 314.04888891 | 271.9136579355 | 307.2476983005 | 303.042729555 | 277.527247218 | 276.62838606 | 286.2142020585 | 276.73245884025 | 316.2405175065 | 267.250715622 | 443.3827020435 | 199.4805311085 | 311.102504361 | 258.0791833755 | 231.7812587325 | 275.30467869375 | 359.3493956055 | 306.018273708 | 256.1089094055 | 329.253502338 | 244.7039893365 | 286.0101850707 | 316.2405175065 | 286.2142020585 | 399.932597349 | 316.133886609 | 299.6126258205 | 311.102504361 | 231.7812587325 | 258.0791833755 | 324.4576215465 | 281.45360681775 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_4 | upper | 466.3188622755 | 423.5033830935 | 423.5033830935 | 401.585621229 | 327.7030032635 | 448.898671822833 | 345.68761014975 | 419.3920130445 | 487.3037339015 | 628.763135492 | 321.8675032065 | 443.171495445 | 451.753191669 | 366.816609166 | 237.3776486365 | 416.622652039 | 444.5810439165 | 413.917183293 | 426.43371787425 | 593.7698173565 | 560.0495236175 | 423.5033830935 | 335.4714513295 | 449.309487556 | 546.1439774565 | 516.38837004925 | 410.992491931 | 568.3613838745 | 669.6882758935 | 454.11093702525 | 370.45555794 | 430.6108279265 | 433.170628971 | 416.622652039 | 403.0769307155 | 447.2280446115 | 357.897157178 | 416.548093303 | 396.4112745145 | 318.9633478775 | 410.3835773815 | 333.605829206 | 457.811856195333 | 425.9962145765 | 467.704585281667 | 504.039775595 | 262.0231935795 | 447.23238565 | 400.832083676 | 400.9772031515 | 451.753191669 | 420.56839509 | 364.1416822645 | 411.4603678995 | 405.829152445 | 371.659295982 | 370.45555794 | 383.2927033415 | 370.59493025975 | 423.5033830935 | 357.897157178 | 593.7698173565 | 267.1405942915 | 416.622652039 | 345.6148128245 | 310.3971242675 | 368.68287380625 | 481.233985927833 | 409.813945492 | 342.9762587945 | 440.930128862 | 327.7030032635 | 383.0194876093 | 423.5033830935 | 383.2927033415 | 535.582250251 | 423.360584991 | 401.235621712833 | 416.622652039 | 310.3971242675 | 345.6148128245 | 434.5075750535 | 376.91740328225 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_4 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_5 | lower | 305.4130121115 | 256.703503167 | 342.989301861 | 293.456091132 | 300.9875770845 | 288.2312211015 | 248.64210843525 | 220.02332823 | 433.62130123575 | 253.570090275 | 303.9240940785 | 347.80667265 | 295.6261886055 | 286.8792077205 | 223.4140941555 | 319.3416401265 | 271.9136579355 | 312.70950640125 | 316.336497156 | 207.265774905 | 262.6393079205 | 244.7039893365 | 231.523560108 | 289.1766099915 | 264.2791710735 | 326.8001356695 | 359.379622791 | 305.468787267 | 286.2142020585 | 262.6393079205 | 300.9875770845 | 399.932597349 | 337.335352731 | 299.6194449015 | 249.111776394 | 160.000309233 | 240.3464761935 | 326.678883417 | 203.349290256 | 348.6560008365 | 337.58294162175 | 286.2142020585 | 267.250715622 | 326.841244432875 | 312.0067324395 | 298.2592956825 | 281.395150596 | 306.78198027075 | 308.591598843 | 321.559302789 | 300.9875770845 | 286.2142020585 | 311.102504361 | 353.9842354935 | 334.443425127 | 332.007118074 | 276.73245884025 | 267.250715622 | 292.779115983 | 326.678883417 | 382.181714064 | 331.9797314835 | 353.7333220635 | 283.9619118105 | 262.74187410525 | 370.633118256 | 258.0791833755 | 315.3765706155 | 207.265774905 | 388.0413656775 | 393.958245519 | 418.2029193825 | 305.757547956 | 271.9136579355 | 267.250715622 | 342.745993827 | 293.4982001385 | 412.054691076 | 342.745993827 | 436.9992416055 | 436.9992416055 | 348.9058037925 | 331.491879171 | 340.765113411 | 321.43256118 | 306.018273708 | 297.75449825325 | 317.000958631875 | 303.26281596 | 260.84373161175 | 323.59395206025 | 277.1599488795 | 314.22636754425 | 321.3746351865 | 316.953600417 | 314.291217391875 | 211.2302417265 | 393.958245519 | 306.018273708 | 326.678883417 | 294.81515727975 | 361.05884775 | 405.964664757 | 306.018273708 | 346.30978195575 | 322.599620106 | 296.0101656855 | 353.1672608775 | 337.6639384935 | 364.943684916 | 331.186945473 | 382.181714064 | 289.27069868025 | 240.3464761935 | 348.32292699375 | 329.782814712 | 326.7380790855 | 285.886357923 | 324.2568083805 | 348.2119015245 | 321.43256118 | 316.2405175065 | 249.111776394 | 300.885241422 | 316.2405175065 | 253.570090275 | 280.5451048935 | 288.80798157225 | 262.20083562 | 294.65909566875 | 262.199437182 | 117.5137902225 | 307.5904424925 | 258.0791833755 | 316.2405175065 | 311.102504361 | 326.5623252 | 376.379046405 | 291.01832671725 | 300.9875770845 | 242.4342028815 | 359.3105012565 | 334.7123056695 | 326.678883417 | 221.130506205 | 288.9961998615 | 270.667026639 | 281.5848652635 | 292.544820504 | 311.102504361 | 211.2302417265 | 311.102504361 | 311.102504361 | 276.62838606 | 376.379046405 | 326.6112003345 | 335.476713375 | 364.943684916 | 325.93684794075 | 222.72762589875 | 418.2029193825 | 252.560519442 | 302.931748674 | 322.9505462205 | 267.250715622 | 323.920997490375 | 244.7039893365 | 359.3105012565 | 291.085790535 | 338.2316888745 | 337.335352731 | 337.335352731 | 240.91559523 | 311.102504361 | 303.90885716625 | 341.111904125625 | 321.940102689 | 215.242946793 | 259.024351077 | 321.2280512505 | 316.2405175065 | 295.3921120065 | 282.9595778685 | 269.202109995 | 290.9254853025 | 314.60269562325 | 239.10171080625 | 300.9856595475 | 235.368228177 | 331.9797314835 | 270.414411951375 | 353.7333220635 | 253.570090275 | 333.786364695 | 336.54956724675 | 281.2827405825 | 296.0101656855 | 331.328090754 | 454.478231727 | 314.962840305 | 240.292318014 | 294.1662107835 | 298.682355389625 | 231.7812587325 | 282.3209633205 | 393.958245519 | 370.633118256 | 524.6872550055 | 412.054691076 | 326.678883417 | 430.6749522975 | 312.980585904 | 267.250715622 | 311.102504361 | 315.6710493735 | 297.693140931 | 258.7170672405 | 281.395150596 | 207.265774905 | 267.217059402 | 275.6468709405 | 276.62838606 | 286.2142020585 | 315.823453038 | 256.3336849725 | 252.759173904 | 231.7812587325 | 296.0101656855 | 337.335352731 | 321.43256118 | 299.4882950835 | 306.2317456905 | 328.130153940375 | 302.763325986 | 219.3041457495 | 300.9875770845 | 217.75975749675 | 312.063603876 | 282.21908181975 | 247.416988554 | 327.360449574 | 291.085790535 | 342.745993827 | 306.018273708 | 283.55634987075 | 306.98888715 | 290.320766973 | 286.2142020585 | 191.8851615225 | 297.3242861505 | 258.0791833755 | 228.6639701145 | 262.6393079205 | 259.88162413725 | 282.521865834 | 353.7333220635 | 337.335352731 | 327.360449574 | 316.2405175065 | 281.860984692 | 248.2568392365 | 316.2405175065 | 294.24306284325 | 303.8346104625 | 330.4292014665 | 341.2262773545 | 405.964664757 | 276.62838606 | 349.12057496175 | 300.41258860125 | 342.745993827 | 300.9875770845 | 326.678883417 | 382.181714064 | 160.000309233 | 296.0101656855 | 316.2405175065 | 327.360449574 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_5 | upper | 409.0033904885 | 343.772527633 | 459.324854539 | 392.990905668 | 403.0769307155 | 385.9938574985 | 332.97685866475 | 294.65112377 | 580.69753206425 | 339.576319725 | 407.0094593215 | 465.77618735 | 395.8970595945 | 384.1832664795 | 299.1919740445 | 427.6563484735 | 364.1416822645 | 418.77471909875 | 423.631917244 | 277.566447095 | 351.7216462795 | 327.7030032635 | 310.052019092 | 387.2599046085 | 353.9177203265 | 437.6446261305 | 481.274465609 | 409.078083533 | 383.2927033415 | 351.7216462795 | 403.0769307155 | 535.582250251 | 451.753191669 | 401.2447536985 | 333.605829206 | 214.269419967 | 321.8675032065 | 437.482247383 | 272.321564144 | 466.9135917635 | 452.08475807825 | 383.2927033415 | 357.897157178 | 437.699678217125 | 417.8335773605 | 399.4232673175 | 376.839119804 | 410.83668702925 | 413.260094357 | 430.626200811 | 403.0769307155 | 383.2927033415 | 416.622652039 | 474.0490639065 | 447.880376339667 | 444.617719526 | 370.59493025975 | 357.897157178 | 392.084313217 | 437.482247383 | 511.810599536 | 444.5810439165 | 473.7130453365 | 380.2764783895 | 351.85900099475 | 496.344936144 | 345.6148128245 | 422.3464015845 | 277.566447095 | 519.6577353225 | 527.581510081 | 560.0495236175 | 409.464786444 | 364.1416822645 | 357.897157178 | 458.999020973 | 393.0472972615 | 551.815931324 | 458.999020973 | 585.2212065945 | 585.2212065945 | 467.2481232075 | 443.927721229 | 456.346262989 | 430.45647082 | 409.813945492 | 398.74725204675 | 424.521751618125 | 406.12388804 | 349.31704408825 | 433.35096503975 | 371.1674169205 | 420.80607115575 | 430.3788974135 | 424.458330383 | 420.892916858125 | 282.8755868735 | 527.581510081 | 409.813945492 | 437.482247383 | 394.81094162025 | 483.52325225 | 543.660282043 | 409.813945492 | 463.77157934425 | 432.019374294 | 396.4112745145 | 472.954986789167 | 452.193227573167 | 488.725753484 | 443.519359727 | 511.810599536 | 387.38590641975 | 321.8675032065 | 466.46754550625 | 441.638974088 | 437.5615211145 | 382.853660610333 | 434.2386498195 | 466.3188622755 | 430.45647082 | 423.5033830935 | 333.605829206 | 402.939884711333 | 423.5033830935 | 339.576319725 | 375.7007545065 | 386.76624432775 | 351.13445238 | 394.60194683125 | 351.132579618 | 157.3722687775 | 411.9193645075 | 345.6148128245 | 423.5033830935 | 416.622652039 | 437.3261548 | 504.039775595 | 389.72629718275 | 403.0769307155 | 324.6633477185 | 481.1818993435 | 448.2404561305 | 437.482247383 | 296.133835795 | 387.0183027385 | 362.472216961 | 377.0931821365 | 391.770549096 | 416.622652039 | 282.8755868735 | 416.622652039 | 416.622652039 | 370.45555794 | 504.039775595 | 437.3916074655 | 449.264136625 | 488.725753484 | 436.48852735925 | 298.27266860125 | 560.0495236175 | 338.224321358 | 405.680528926 | 432.4893279795 | 357.897157178 | 433.788938159625 | 327.7030032635 | 481.1818993435 | 389.816643465 | 452.953548258833 | 451.753191669 | 451.753191669 | 322.62965677 | 416.622652039 | 406.98905433375 | 456.810678624375 | 431.136160911 | 288.249326407 | 346.880563723 | 430.1825949495 | 423.5033830935 | 395.5835885935 | 378.9341715315 | 360.510428005 | 389.6019656975 | 421.31004267675 | 320.20053669375 | 403.074362785833 | 315.200726623 | 444.5810439165 | 362.133920098625 | 473.7130453365 | 339.576319725 | 447.000453305 | 450.70088245325 | 376.6885824175 | 396.4112745145 | 443.708378846 | 608.628743073 | 421.792341695 | 321.794975586 | 393.9418846165 | 399.989820960375 | 310.3971242675 | 378.0789508795 | 527.581510081 | 496.344936144 | 702.6513531945 | 551.815931324 | 437.482247383 | 576.7518367025 | 419.137743696 | 357.897157178 | 416.622652039 | 422.7407620265 | 398.665083469 | 346.4690549595 | 376.839119804 | 277.566447095 | 357.852085398 | 369.1411312595 | 370.45555794 | 383.2927033415 | 422.944858162 | 343.2772740275 | 338.490355696 | 310.3971242675 | 396.4112745145 | 451.753191669 | 430.45647082 | 401.0691203165 | 410.099823176167 | 439.425761709625 | 405.454980414 | 293.6880080505 | 403.0769307155 | 291.61979220325 | 417.909738524 | 377.94251308025 | 331.336201046 | 438.394988026 | 389.816643465 | 458.999020973 | 409.813945492 | 379.73335742925 | 411.11377285 | 388.792138227 | 383.2927033415 | 256.9690174775 | 398.1711200495 | 345.6148128245 | 306.2225096855 | 351.7216462795 | 348.02860776275 | 378.347995766 | 473.7130453365 | 451.753191669 | 438.394988026 | 423.5033830935 | 377.462956108 | 332.4609133635 | 423.5033830935 | 394.04480345675 | 406.8896245375 | 442.5046031335 | 456.963845112167 | 543.660282043 | 370.45555794 | 467.53574073825 | 402.30691689875 | 458.999020973 | 403.0769307155 | 437.482247383 | 511.810599536 | 214.269419967 | 396.4112745145 | 423.5033830935 | 438.394988026 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_5 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_6 | lower | 316.33148647125 | 281.395150596 | 342.5563586745 | 299.7496032615 | 461.042535495 | 333.1697466465 | 335.6137566225 | 287.266716378 | 312.014376396 | 271.9136579355 | 325.0489490085 | 334.80640897875 | 360.2907549945 | 291.2773756005 | 424.4095923255 | 249.111776394 | 302.26068093375 | 348.15921484275 | 327.71452965525 | 295.37074872 | 343.66326198075 | 359.3105012565 | 344.0799727614 | 355.9914692325 | 363.20835105225 | 281.0308054275 | 319.45284574425 | 412.054691076 | 370.633118256 | 353.7333220635 | 296.0101656855 | 267.250715622 | 253.570090275 | 374.616508536 | 373.69245270825 | 388.0413656775 | 306.018273708 | 244.09969521525 | 364.943684916 | 353.5018072155 | 372.14429087025 | 382.181714064 | 326.678883417 | 337.335352731 | 305.1767063565 | 456.8241646815 | 331.9797314835 | 302.1296192235 | 418.2029193825 | 382.181714064 | 405.964664757 | 297.827951004 | 332.649125775 | 331.9797314835 | 348.2119015245 | 352.918327428 | 296.0101656855 | 249.111776394 | 286.2142020585 | 400.65403527675 | 300.9875770845 | 376.379046405 | 342.745993827 | 296.0101656855 | 316.2405175065 | 373.6372779765 | 298.7239917735 | 342.3780152505 | 286.2142020585 | 331.4745265185 | 306.018273708 | 289.718089956 | 331.3536695325 | 383.152020048 | 324.0124551945 | 370.633118256 | 311.102504361 | 375.104047662 | 482.9395704795 | 316.2405175065 | 337.335352731 | 462.8905251705 | 316.2405175065 | 332.0428101345 | 296.0101656855 | 399.932597349 | 341.5427703675 | 348.2119015245 | 291.085790535 | 337.60877989275 | 341.24325211125 | 318.070864827 | 293.3923699485 | 354.5646117165 | 211.2302417265 | 262.6393079205 | 309.976297677 | 280.8245052135 | 258.0791833755 | 331.9797314835 | 281.395150596 | 339.660252144 | 299.98598229 | 340.8071346945 | 327.132012726 | 320.2331087835 | 266.882596398 | 318.7950039135 | 279.6121312875 | 326.246880987 | 449.82557532 | 286.2142020585 | 337.756314546 | 288.533711808 | 231.7812587325 | 296.0101656855 | 244.7039893365 | 331.9797314835 | 296.9982024885 | 296.0101656855 | 348.938346204 | 353.7333220635 | 296.0201922705 | 308.019944304 | 307.32982588125 | 199.4805311085 | 326.678883417 | 321.43256118 | 292.8110118435 | 296.0101656855 | 371.058857298 | 361.533093165 | 333.3768296985 | 265.8879067545 | 337.335352731 | 334.409877207 | 311.102504361 | 308.019944304 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_6 | upper | 423.62520702875 | 376.839119804 | 458.7450651255 | 401.4190593385 | 617.419535838333 | 446.1746899535 | 449.4476623775 | 384.702210822 | 417.843814004 | 364.1416822645 | 435.299469724833 | 448.36647752125 | 482.4946368055 | 390.0732105995 | 568.3613838745 | 333.605829206 | 404.78184756625 | 466.24830525725 | 438.86916544475 | 395.55497928 | 460.22740931925 | 481.1818993435 | 460.7854605986 | 476.7371137675 | 486.40182684775 | 376.3511955725 | 427.80527295575 | 551.815931324 | 496.344936144 | 473.7130453365 | 396.4112745145 | 357.897157178 | 339.576319725 | 501.679417864 | 500.44193959175 | 519.6577353225 | 409.813945492 | 326.89374388475 | 488.725753484 | 473.4030049845 | 498.36867022975 | 511.810599536 | 437.482247383 | 451.753191669 | 408.6869342435 | 611.770372585167 | 444.5810439165 | 404.6063321765 | 560.0495236175 | 511.810599536 | 543.660282043 | 398.845618596 | 445.477484225 | 444.5810439165 | 466.3188622755 | 472.621619772 | 396.4112745145 | 333.605829206 | 383.2927033415 | 536.54838642325 | 403.0769307155 | 504.039775595 | 458.999020973 | 396.4112745145 | 423.5033830935 | 500.3680506235 | 400.0455796265 | 458.5062309495 | 383.2927033415 | 443.9044828815 | 409.813945492 | 387.985044444 | 443.7426334675 | 513.110015152 | 433.9114166055 | 496.344936144 | 416.622652039 | 502.332321138 | 646.7436353205 | 423.5033830935 | 451.753191669 | 619.8943290295 | 423.5033830935 | 444.6655176655 | 396.4112745145 | 535.582250251 | 457.3876866325 | 466.3188622755 | 389.816643465 | 452.11936020725 | 456.98657738875 | 425.954549973 | 392.9055714515 | 474.8262928835 | 282.8755868735 | 351.7216462795 | 415.114457123 | 376.0749221865 | 345.6148128245 | 444.5810439165 | 376.839119804 | 454.866653456 | 401.73561371 | 456.4025371055 | 438.089069674 | 428.8501866165 | 357.404178802 | 426.9243034865 | 374.4513337125 | 436.903717813 | 602.39799268 | 383.2927033415 | 452.316935854 | 386.398947392 | 310.3971242675 | 396.4112745145 | 327.7030032635 | 444.5810439165 | 397.7344349115 | 396.4112745145 | 467.291703396 | 473.7130453365 | 396.4247019295 | 412.494545296 | 411.57035161875 | 267.1405942915 | 437.482247383 | 430.45647082 | 392.1270275565 | 396.4112745145 | 496.915077902 | 484.158352835 | 446.4520117015 | 356.0721090455 | 451.753191669 | 447.835449593 | 416.622652039 | 412.494545296 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_6 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_7 | lower | 101.426451624 | 87.505527501 | 117.8022814155 | 87.205642975575 | 102.050655489 | 167.7584585925 | 133.1358755835 | 107.342960139 | 120.273970392 | 249.111776394 | 127.240566309 | 123.096050937 | 125.918131482 | 89.9164362139875 | 112.115891619 | 92.1176113365 | 50.89007545695 | 83.9549432655 | 286.2142020585 | 85.99390992765 | 79.6294582857 | 92.1176113365 | 103.204660446 | 79.2928647072 | 129.5473517775 | 96.3784935765 | 101.8024129935 | 55.84557835305 | 82.6442755812 | 106.9688862675 | 117.920504232 | 107.2727652375 | 47.74856658705 | 154.1648271015 | 100.801147716 | 123.1998499035 | 102.303317223 | 122.9527745685 | 75.83787944955 | 36.4299152229 | 59.3147335599 | 120.273970392 | 43.27380430155 | 64.7723654559 | 120.273970392 | 72.5349754359 | 101.8024129935 | 137.7091232955 | 63.02307804345 | 61.09980851925 | 296.0101656855 | 76.2807431583 | 80.86914194625 | 114.7945200075 | 24.9128484291 | 151.6372449795 | 153.4122537075 | 47.74856658705 | 80.044469287875 | 57.5634178737 | 119.3395618395 | 68.05081033065 | 107.282317554 | 106.07657364 | 96.3614248695 | 140.78466358875 | 103.291818462 | 66.6604103823 | 144.05506517925 | 89.7926038515 | 128.8026464355 | 199.4805311085 | 117.5137902225 | 120.273970392 | 30.32192773935 | 130.3080040665 | 70.54143579585 | 144.181385487 | 153.699726681 | 106.8794845605 | 240.3464761935 | 85.25610816345 | 207.265774905 | 156.6841042665 | 121.6424150775 | 29.18539251 | 237.1691658915 | 107.2538628975 | 112.115891619 | 149.2441644465 | 112.610785626 | 316.2405175065 | 163.3611304935 | 120.273970392 | 120.273970392 | 53.57434515255 | 66.6604103823 | 78.73104421575 | 117.5137902225 | 50.89007545695 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_7 | upper | 135.828405976 | 117.185764899 | 157.7586107845 | 116.784165154425 | 136.664328111 | 224.6589884075 | 178.293073149833 | 143.751683461 | 161.068650408 | 333.605829206 | 170.398185291 | 164.847927863 | 168.627205318 | 120.414408731013 | 150.143503981 | 123.3621812635 | 68.15103672305 | 112.4308889345 | 383.2927033415 | 115.16143493235 | 106.6382803943 | 123.3621812635 | 138.209749954 | 106.1875205728 | 173.4873892225 | 129.0682750235 | 136.3318864065 | 74.78735346695 | 110.6756672988 | 143.2507307325 | 157.916932568 | 143.6576797625 | 63.94398683295 | 206.4546514985 | 134.991010684 | 164.9869334965 | 137.002687977 | 164.6560548315 | 101.56066897045 | 48.7862607371 | 79.4331812001 | 161.068650408 | 57.95146891845 | 86.7419397041 | 161.068650408 | 97.1374817241 | 136.3318864065 | 184.4174809045 | 84.39932673655 | 81.82372018075 | 396.4112745145 | 102.1537437617 | 108.29844155375 | 153.7306729925 | 33.3628204109 | 203.0697608205 | 205.4468192925 | 63.94398683295 | 107.194055362125 | 77.0878520063 | 159.8173079605 | 91.13237172935 | 143.670472046 | 142.05576236 | 129.0454169305 | 188.53618691125 | 138.326470338 | 89.2703741377 | 192.91584752075 | 120.2485747485 | 172.4900937645 | 267.1405942915 | 157.3722687775 | 161.068650408 | 40.60655820065 | 174.5060405335 | 94.46777074415 | 193.085013313 | 205.831797719 | 143.1310056395 | 321.8675032065 | 114.17338461655 | 277.566447095 | 209.8284203335 | 162.9012459225 | 39.08453149 | 317.6125087085 | 143.6323661025 | 150.143503981 | 199.8649921535 | 150.806256774 | 423.5033830935 | 218.7701689065 | 161.068650408 | 161.068650408 | 71.74576046745 | 89.2703741377 | 105.43514108425 | 157.3722687775 | 68.15103672305 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_7 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_8 | lower | 99.322952067 | 92.559108798 | 94.55850108405 | 97.91384011875 | 97.0703387145 | 91.185227424 | 116.797015593 | 83.19832037775 | 95.9037262695 | 177.2557987635 | 128.8026464355 | 61.09980851925 | 92.1176113365 | 70.54143579585 | 89.0023471875 | 128.8026464355 | 117.5137902225 | 120.273970392 | 72.5349754359 | 96.8825128275 | 113.9090606325 | 59.3147335599 | 106.8794845605 | 87.942438486 | 54.16093120635 | 99.689534514 | 87.2416499625 | 91.176442641 | 39.07710868995 | 85.25610816345 | 68.5833405399 | 59.3147335599 | 99.2107255365 | 68.3834891805 | 90.2069626725 | 223.11860970375 | 140.7631441365 | 74.56423812165 | 117.5137902225 | 109.737243999 | 76.1014657665 | 75.33975867255 | 68.5833405399 | 91.16248545 | 85.5957214395 | 207.265774905 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_8 | upper | 133.011438733 | 123.953426402 | 126.63097513595 | 131.12438238125 | 129.9947810855 | 122.113550176 | 156.412377607 | 111.41763372225 | 128.4324755305 | 237.3776486365 | 172.4900937645 | 81.82372018075 | 123.3621812635 | 94.46777074415 | 119.1902778125 | 172.4900937645 | 157.3722687775 | 161.068650408 | 97.1374817241 | 129.7432481725 | 152.5448823675 | 79.4331812001 | 143.1310056395 | 117.770867914 | 72.53130553365 | 133.502359086 | 116.8323850375 | 122.101785759 | 52.33133269005 | 114.17338461655 | 91.8455262201 | 79.4331812001 | 132.8611470635 | 91.5778890195 | 120.8034763275 | 298.79626679625 | 188.5073684635 | 99.85503233835 | 157.3722687775 | 146.958063601 | 101.9136588335 | 100.89359494745 | 91.8455262201 | 122.08309455 | 114.6281883605 | 277.566447095 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_8 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_9 | lower | 236.038983885 | 156.6841042665 | 94.480823385 | 199.4805311085 | 134.697876651 | 213.9797512395 | 207.265774905 | 150.98190462225 | 181.2414647115 | 178.1387988165 | 203.349290256 | 321.43256118 | 262.6393079205 | 201.2895349785 | 267.250715622 | 169.8719782365 | 184.47760611 | 185.593071942 | 115.5516376923 | 173.7139031235 | 258.0791833755 | 173.465066574 | 104.3211668985 | 76.6295018991 | 163.3611304935 | 147.000566385 | 156.6839956815 | 220.159329831 | 230.623730064 | 316.2405175065 | 267.250715622 | 147.000566385 | 180.258348006 | 174.4663828665 | 131.7291395805 | 276.62838606 | 214.4560315545 | 103.8964196565 | 249.08815184625 | 334.0074893094 | 300.9875770845 | 314.2742522382 | 253.570090275 | 177.2557987635 | 231.7812587325 | 300.9875770845 | 203.349290256 | 163.3611304935 | 306.018273708 | 195.6592406205 | 225.2208457845 | 224.45701092045 | 306.042342813 | 155.8070286795 | 172.234079982 | 286.2142020585 | 299.332605141 | 225.0959394045 | 96.8825128275 | 78.73104421575 | 235.7700209775 | 243.91873301175 | 405.964664757 | 207.265774905 | 238.14910058625 | 331.9797314835 | 253.570090275 | 106.8794845605 | 213.8598304785 | 180.8436133755 | 203.349290256 | 399.932597349 | 223.4140941555 | 209.810680353 | 191.8851615225 | 305.2099101105 | 211.2302417265 | 262.6393079205 | 207.9542666475 | 267.250715622 | 167.6708289585 | 231.7812587325 | 131.9600087325 | 240.788012472 | 236.038983885 | 207.265774905 | 196.1832615705 | 210.219942326625 | 105.5946767445 | 248.1074055855 | 180.745008705 | 311.102504361 | 227.573046972 | 170.217666621 | 72.5349754359 | 87.505527501 | 117.5137902225 | 321.43256118 | 337.335352731 | 462.8905251705 | 296.0101656855 | 39.07710868995 | 166.7668292505 | 184.47760611 | 198.6854834235 | 156.6841042665 | 337.335352731 | 316.2405175065 | 207.2943087345 | 188.158036032 | 140.7631441365 | 311.102504361 | 231.7812587325 | 140.437460358 | 114.7945200075 | 96.8825128275 | 207.265774905 | 190.7828272935 | 94.480823385 | 131.7291395805 | 286.2142020585 | 153.4122537075 | 332.66438748225 | 267.250715622 | 293.7442949595 | 443.3827020435 | 215.242946793 | 180.1467712755 | 223.4140941555 | 296.0101656855 | 342.745993827 | 264.331386066 | 140.3577739305 | 311.102504361 | 206.6349279465 | 195.6592406205 | 286.2142020585 | 219.3041457495 | 240.3464761935 | 140.7631441365 | 227.573046972 | 131.7291395805 | 215.242946793 | 231.7812587325 | 125.918131482 | 203.9963098815 | 156.6841042665 | 96.8825128275 | 123.075328473 | 224.541911745 | 248.733164781 | 163.3611304935 | 276.62838606 | 262.66494949875 | 286.2142020585 | 153.4122537075 | 286.2142020585 | 177.2557987635 | 106.8794845605 | 104.3211668985 | 140.7631441365 | 311.102504361 | 156.6841042665 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_9 | upper | 316.098990115 | 209.8284203335 | 126.526950615 | 267.1405942915 | 180.384875749 | 286.5576785605 | 277.566447095 | 202.19214127775 | 242.7151778885 | 238.5601457835 | 272.321564144 | 430.45647082 | 351.7216462795 | 269.5631784215 | 357.897157178 | 227.4893743635 | 247.04895789 | 248.542768858 | 154.7445908277 | 232.6344082765 | 345.6148128245 | 232.301171026 | 139.7049545015 | 102.6207949409 | 218.7701689065 | 196.860407615 | 209.8282749185 | 294.833254569 | 308.846983536 | 423.5033830935 | 357.897157178 | 196.860407615 | 241.398606394 | 233.642115066833 | 176.4091986195 | 370.45555794 | 287.1955042455 | 139.1361409435 | 333.57419165375 | 447.2965792506 | 403.0769307155 | 420.8701974418 | 339.576319725 | 237.3776486365 | 310.3971242675 | 403.0769307155 | 272.321564144 | 218.7701689065 | 409.813945492 | 262.0231935795 | 301.6115420155 | 300.58862865955 | 409.846178387 | 208.6538571205 | 230.652656818 | 383.2927033415 | 400.860623259 | 301.444269728833 | 129.7432481725 | 105.43514108425 | 315.7388000225 | 326.65140268825 | 543.660282043 | 277.566447095 | 318.92481891375 | 444.5810439165 | 339.576319725 | 143.1310056395 | 286.3970829215 | 242.1823828245 | 272.321564144 | 535.582250251 | 299.1919740445 | 280.974536847 | 256.9690174775 | 408.7314000895 | 282.8755868735 | 351.7216462795 | 278.4884623525 | 357.897157178 | 224.5416364415 | 310.3971242675 | 176.7183742675 | 322.458800328 | 316.098990115 | 277.566447095 | 262.7249526295 | 281.522612823375 | 141.4104150555 | 332.2607946145 | 242.050333295 | 416.622652039 | 304.761565828 | 227.952313779 | 97.1374817241 | 117.185764899 | 157.3722687775 | 430.45647082 | 451.753191669 | 619.8943290295 | 396.4112745145 | 52.33133269005 | 223.3310169495 | 247.04895789 | 266.075881309833 | 209.8284203335 | 451.753191669 | 423.5033830935 | 277.6046590655 | 251.977720768 | 188.5073684635 | 416.622652039 | 310.3971242675 | 188.071218842 | 153.7306729925 | 129.7432481725 | 277.566447095 | 255.4927921065 | 126.526950615 | 176.4091986195 | 383.2927033415 | 205.4468192925 | 445.49792241775 | 357.897157178 | 393.3768628405 | 593.7698173565 | 288.249326407 | 241.2491849245 | 299.1919740445 | 396.4112745145 | 458.999020973 | 353.987645667333 | 187.9645042695 | 416.622652039 | 276.7216286535 | 262.0231935795 | 383.2927033415 | 293.6880080505 | 321.8675032065 | 188.5073684635 | 304.761565828 | 176.4091986195 | 288.249326407 | 310.3971242675 | 168.627205318 | 273.1880407185 | 209.8284203335 | 129.7432481725 | 164.820176727 | 300.702326255 | 333.098799619 | 218.7701689065 | 370.45555794 | 351.75598500125 | 383.2927033415 | 205.4468192925 | 383.2927033415 | 237.3776486365 | 143.1310056395 | 139.7049545015 | 188.5073684635 | 416.622652039 | 209.8284203335 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_9 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_10 | lower | 74.56423812165 | 51.5385406395 | 49.43075420655 | 39.07710868995 | 31.4864210754 | 20.16512779545 | 40.4455946976 | 37.7386464006 | 41.8443962265 | 54.74302363665 | 36.4857499035 | 54.16093120635 | 40.0478007207 | 19.7374062906 | 26.5777536771 | 34.4414136447 | 47.74856658705 | 34.62314713515 | 54.16093120635 | 78.73104421575 | 92.1176113365 | 77.156888586525 | 37.2522416373 | 40.4455946976 | 48.84437200185 | 32.93993811555 | 74.56423812165 | 48.18333843045 | 22.4156283489 | 31.9201548633 | 42.53298026625 | 47.4480539316 | 49.3032958596 | 30.32192773935 | 31.4864210754 | 32.67917016075 | 73.535759327025 | 29.18539251 | 85.25610816345 | 33.3962237511 | 65.372708853 | 46.2256003593 | 36.4299152229 | 96.8825128275 | 50.89007545695 | 29.18539251 | 50.89007545695 | 72.5349754359 | 39.4764925194 | 68.5833405399 | 30.32192773935 | 61.09980851925 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_10 | upper | 99.85503233835 | 69.0194491605 | 66.19674101345 | 52.33133269005 | 42.1660258846 | 27.00476178455 | 54.1639835424 | 50.5388890394 | 56.0372323735 | 73.31083282335 | 48.8610334965 | 72.53130553365 | 53.6312652926333 | 26.4319651494 | 35.5924303629 | 46.1232966353 | 63.94398683295 | 46.36667072485 | 72.53130553365 | 105.43514108425 | 123.3621812635 | 103.327061323475 | 49.8875048827 | 54.1639835424 | 65.41146893815 | 44.11254870445 | 99.85503233835 | 64.52622514955 | 30.0185900111 | 42.7468740567 | 56.95937123375 | 63.5415459084 | 66.0260511804 | 40.60655820065 | 42.1660258846 | 43.76333313925 | 98.477712782975 | 39.08453149 | 114.17338461655 | 44.7235978889 | 87.545908347 | 61.9044589607 | 48.7862607371 | 129.7432481725 | 68.15103672305 | 39.08453149 | 68.15103672305 | 97.1374817241 | 52.8661800406 | 91.8455262201 | 40.60655820065 | 81.82372018075 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_10 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_11 | lower | 47.74856658705 | 51.295972494 | 53.77074424425 | 49.3032958596 | 54.59001704325 | 68.5833405399 | 87.505527501 | 49.36366531485 | 89.7926038515 | 65.69714716155 | 68.3272023417 | 51.3773564157 | 55.84557835305 | 37.7386464006 | 39.602587338 | 61.30237594005 | 10.64047384575 | 59.63918091435 | 61.09980851925 | 37.7386464006 | 61.23192342705 | 46.2256003593 | 83.0440713582 | 65.742531685875 | 46.2256003593 | 68.5833405399 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_11 | upper | 63.94398683295 | 68.6946064393333 | 72.00877445575 | 66.0260511804 | 73.10592925675 | 91.8455262201 | 117.185764899 | 66.10689682515 | 120.2485747485 | 87.98039005845 | 91.5025107383 | 68.8035942643 | 74.78735346695 | 50.5388890394 | 53.035043862 | 82.09499467995 | 14.24952345425 | 79.86767502565 | 81.82372018075 | 50.5388890394 | 82.00064599295 | 61.9044589607 | 111.2110663218 | 88.041168164125 | 61.9044589607 | 91.8455262201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_11 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_12 | lower | 184.47760611 | 248.36121567 | 236.038983885 | 258.0791833755 | 267.250715622 | 258.5911406175 | 276.0693931305 | 267.250715622 | 262.6393079205 | 270.8262949275 | 245.31592065975 | 281.2965327585 | 268.625928573 | 273.2336381715 | 290.27960876925 | 370.633118256 | 376.379046405 | 267.250715622 | 242.3783537685 | 303.9203773935 | 354.977938467 | 359.3105012565 | 418.2029193825 | 272.978754264 | 203.349290256 | 247.5477220725 | 382.181714064 | 267.887345544 | 351.0257692815 | 219.3041457495 | 231.7812587325 | 291.085790535 | 331.9797314835 | 261.620192979 | 177.2557987635 | 262.163719899 | 311.102504361 | 321.43256118 | 300.9875770845 | 342.745993827 | 263.907458028 | 203.349290256 | 248.8077432675 | 131.7291395805 | 262.8060937965 | 215.98558017075 | 353.7333220635 | 250.73826328575 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_12 | upper | 247.04895789 | 332.60069233 | 316.098990115 | 345.6148128245 | 357.897157178 | 346.3004163825 | 369.7069650695 | 357.897157178 | 351.7216462795 | 362.6855060725 | 328.52249024025 | 376.7070526415 | 359.738816627 | 365.909375095167 | 388.73701993075 | 496.344936144 | 504.039775595 | 357.897157178 | 324.5885556315 | 407.0044820065 | 475.379812333 | 481.1818993435 | 560.0495236175 | 365.568039336 | 272.321564144 | 331.5112769275 | 511.810599536 | 358.749720056 | 470.0871413185 | 293.6880080505 | 310.3971242675 | 389.816643465 | 444.5810439165 | 350.356866621 | 237.3776486365 | 351.084747701 | 416.622652039 | 430.45647082 | 403.0769307155 | 458.999020973 | 353.419929172 | 272.321564144 | 333.1986737325 | 176.4091986195 | 351.9450028035 | 289.24384712925 | 473.7130453365 | 335.78399001425 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| live_weight_LW_12 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_1 | lower | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_1 | upper | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_1 | distribution | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_2 | lower | 0 | 0 | 0 | 0 | 0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_2 | upper | 0 | 0 | 0 | 0 | 0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_2 | distribution | const | const | const | const | const | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_3 | lower | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | 0.124567083225 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_3 | upper | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | 0.166817906775 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_3 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_4 | lower | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_4 | upper | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_4 | distribution | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_5 | lower | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_5 | upper | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_5 | distribution | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_6 | lower | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_6 | upper | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_6 | distribution | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | const | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_7 | lower | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_7 | upper | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_7 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_8 | lower | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_8 | upper | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_8 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_9 | lower | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_9 | upper | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_9 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_10 | lower | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | 0.358848550485 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_10 | upper | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | 0.480563263515 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_10 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_11 | lower | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | 0.292552720875 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_11 | upper | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | 0.391781129125 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_11 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_12 | lower | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | 0.2223483588 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_12 | upper | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | 0.2977647612 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| weight_gain_WG_12 | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| DE_perc | lower | 48.533208165 | 54.204245538 | 55.689237435 | 51.350656797 | 58.841055864 | 50.669213373 | 48.341254719 | 50.732889765 | 54.221436039 | 53.7804267615 | 57.6385882308 | 50.39929155 | 47.6042422725 | 53.7779920564286 | 52.3029974985 | 49.580976036 | 48.9704192892 | 51.8410825308 | 50.01738809 | 54.789334218 | 55.5932294656364 | 46.279158651 | 46.507673745 | 43.478975547 | 59.5800523125 | 49.20049026 | 54.0993495435 | 54.925065816 | 54.45358463925 | 51.7090802085 | 51.23281652775 | 56.774835066 | 56.3452654635 | 51.652279752 | 56.927428794 | 59.656718772 | 54.481720068 | 47.069339112 | 54.4052180565 | 54.2626189335 | 57.668877126 | 55.795094796 | 54.04157226 | 49.6942857675 | 52.2756089235 | 51.967934334 | 50.74522689 | 51.3141088185 | 53.9916753555 | 50.9551814025 | 50.490809334 | 48.98087535 | 64.38571092225 | 49.7410944340909 | 54.34301153025 | 52.877676258 | 44.21417167575 | 47.48323614975 | 48.3828462684 | 60.51532689 | 55.5067063755 | 51.4315041408 | 51.691610232 | 50.50407826125 | 55.369592685 | 53.44067763 | 55.519124454 | 55.2755965995 | 46.718433834 | 49.336687989 | 55.922831757 | 54.772960122 | 51.4622377035 | 51.615693402 | 56.56117314375 | 53.451969291 | 54.501939936 | 54.6725697768 | 47.3082407235 | 52.6085724015 | 53.60473368675 | 53.606565486 | 53.9341974585 | 52.8466416825 | 49.9687647165 | 52.5026736225 | 54.292494402 | 50.910037866 | 56.2495380795 | 55.3364769465 | 50.27879835 | 51.045844557 | 51.553028619 | 56.5984436175 | 52.5857704326 | 50.261200344 | 51.53443029 | 53.6021838 | 54.0682313535 | 56.499041463 | 52.265319853 | 55.8266792382 | 53.49274418025 | 48.889109565 | 54.5766156315 | 52.7566128345 | 52.5288478842 | 49.732932174 | 49.47546798 | 51.375740277 | 54.779637876 | 49.34597420025 | 54.881576277 | 54.92730644775 | 51.846217746 | 55.2255949144286 | 58.582362717 | 66.106895544 | 51.938376372 | 51.516387594 | 51.021751068 | 49.016408226 | 49.5612066045 | 52.132908429 | 49.326804948 | 50.9855542884 | 49.066805025 | 52.221296772 | 51.7318016661 | 50.625568584 | 55.97810245575 | 59.6178205866 | 49.723887915 | 50.132369196 | 52.64365638825 | 50.3991614835 | 53.8999528932 | 57.76735879125 | 56.3862870972 | 60.5431921095 | 59.8474203165 | 54.4690908315 | 52.679291275125 | 54.1267569645 | 49.77 | 52.583084022 | 47.3646044574 | 49.975592634 | 56.7111030975 | 54.643937153625 | 59.8707111672 | 57.0746790045 | 50.701337202 | 59.196677517 | 50.153958195 | 49.288598073 | 52.308116253 | 54.03532225275 | 61.559241444 | 53.4190238505 | 57.521104974 | 56.6775 | 47.845488276 | 56.7557182125 | 58.442580756 | 50.2560093546 | 51.2172802485 | 58.7140540515 | 51.9342670395 | 55.560338955 | 49.02808347 | 54.977142861 | 55.701157044 | 50.04 | 51.987366297 | 53.723377557 | 51.1406368155 | 55.52195935275 | 54.713629881 | 50.6800999005 | 52.8608536515 | 60.0558068754 | 55.2782940525 | 49.712466183 | 50.813486568 | 53.201390661 | 59.2100594145 | 52.704355968 | 50.787868077 | 56.746252872 | 53.6206086945 | 55.54848479175 | 55.49298209775 | 56.110773825 | 52.02506524275 | 54.645639876 | 54.6677793036 | 49.583180025 | 48.937515489 | 46.963329723 | 52.9594018965 | 51.952202865 | 52.11145968 | 50.0386918815 | 52.291719876 | 47.1679802595 | 54.225847623 | 54.3922161 | 51.767203443 | 57.014760342 | 59.739304509 | 49.406598549 | 52.680113766 | 53.427908226 | 58.4368351065 | 55.499505804 | 59.6330712918 | 50.67213687 | 55.047771207 | 54.453270942 | 57.2221843245 | 58.2920511894 | 53.1909231345 | 53.7168402855 | 52.275836952 | 53.148793905 | 49.7261125414286 | 53.612894331 | 50.983222971 | 54.1454194305 | 50.898371958 | 55.502952201 | 50.08119275925 | 51.8901109245 | 49.78636032375 | 50.7678344145 | 53.5666181985 | 52.2915886134 | 48.959109333 | 51.194064771 | 57.204274497 | 50.15596916475 | 51.49586589975 | 53.02147391775 | 51.65051733225 | 54.3425847525 | 54.158201343 | 55.653615783 | 49.4498500905 | 51.040938861 | 54.738580245 | 51.7038626835 | 50.3444762055 | 50.493472533 | 51.694890687 | 54.779031297 | 48.46621343175 | 50.86232037 | 50.409675396 | 58.639068486 | 47.283473832 | 49.094513541 | 52.851553758 | 50.491157268 | 51.3003125415 | 53.348156262 | 49.069616985 | 50.599445202 | 50.192983314 | 55.525306257 | 51.035838649875 | 51.258863106 | 52.4755237635 | 52.89432663 | 55.5728009985 | 50.294066454 | 50.649984306 | 53.6106832542 | 51.5769880635 | 53.993471895 | 54.2180810544546 | 53.716329054 | 49.8133263285 | 54.3064013145 | 57.2904010935 | 60.748756011 | 54.809524638 | 52.720948638 | 48.1842727542 | 51.6229462035 | 52.684359558 | 50.062576518 | 49.114297194 | 55.1889117684 | 50.7120444792 | 53.5829704785 | 55.714040997 | 62.370326448 | 53.534427459 | 55.401278058 | 53.015024808 | 56.987824914 | 54.445564071 | 54.9314711865 | 48.8148393645 | 51.4113725835 | 56.243285118 | 53.8927608375 | 48.665823039 | 57.463183926 | 41.6525398362 | 50.072058324 | 47.91918267 | 56.597194278 | 52.3629724095 | 55.199355369 | 50.0508810334286 | 52.556665821 | 49.49289117 | 51.99304995 | 49.5355414095 | 47.869604928 | 49.802821731 | 47.774789052 | 48.447417825 | 52.03384174125 | 50.4158970285 | 50.380158726 | 49.162698072 | 47.8742197824 | 52.990918962 | 56.10770467875 | 57.272028219 | 53.116494336 | 51.0759401175 | 55.69981821 | 60.684512328 | 54.481886625 | 60.1321125315 | 55.1704800555 | 56.589597522 | 50.22 | 52.9501781385 | 52.94424879 | 53.1551862495 | 54.141088071 | 54.959339091 | 48.844393278 | 53.8694256375 | 49.938215274 | 50.791763484 | 51.056273502 | 51.715953321 | 49.4788145904 | 50.721780321 | 53.15164325025 | 55.234885986 | 54.86625688275 | 53.154617073 | 54.3980695 | 49.50288715275 | 50.312614149 | 49.685637042 | 50.984020884 | 59.411728935 | 53.938705878 | 54.127347393 | 52.14107549025 | 52.277198322 | 52.06241817 | 50.3458194105 | 53.420640858 | 49.711318869 | 50.069561409 | 49.8436726365 | 55.587607893 | 50.328816867 | 49.0760365815 | 48.455372214 | 57.3249982023 | 54.434133468 | 47.169720399 | 51.2869960665 | 58.473493371 | 50.372293239 | 52.201721322 | 55.7650483065 | 49.3263914625 | 48.426043437 | 54.208955187 | 54.212794164 | 54.211049595 | 54.20675259 | 52.896596805 | 54.825650373 | 64.64412447 | 55.1387597985 | 54.216725811 | 55.040530968 | 55.177847388 | 55.026 | 51.359398848 | 52.938 | 53.3660655195 | 47.52541595025 | 54.389920254 | 49.48399494 | 55.241289612 | 50.213155275 | 60.064998777 | 52.477884279 | 54.73894716 | 50.336833005 | 55.36074306975 |
| DE_perc | upper | 59.318365535 | 66.2496334353333 | 68.0646235316667 | 62.761913863 | 71.916846056 | 61.929038567 | 59.0837557676667 | 62.0068652683333 | 66.2706440476667 | 65.7316327085 | 70.4471633932 | 61.5991341166667 | 58.1829627775 | 65.7286569578572 | 63.9258858315 | 60.5989707106667 | 59.8527346868 | 63.3613230932 | 61.1323632211111 | 66.964741822 | 67.947280458 | 56.563416129 | 56.842712355 | 53.140970113 | 72.8200639375 | 60.13393254 | 66.1214272198333 | 67.1306359973333 | 66.55438122575 | 63.1999869215 | 62.61788686725 | 69.3914650806667 | 68.8664355665 | 63.1305641413333 | 69.577968526 | 72.913767388 | 66.588768972 | 57.529192248 | 66.4952665135 | 66.3209786965 | 70.484183154 | 68.1940047506667 | 66.05081054 | 60.7374603825 | 63.8924109065 | 63.516364186 | 62.0219439766667 | 62.7172441115 | 65.9898254345 | 62.2785550475 | 61.710989186 | 59.8655143166667 | 78.69364668275 | 60.794670975 | 66.41923631475 | 64.628270982 | 54.03954315925 | 58.03506640525 | 59.1345898836 | 73.96317731 | 67.8415300145 | 62.8607272832 | 63.178634728 | 61.72720676375 | 67.673946615 | 65.31638377 | 67.856707666 | 67.5590625105 | 57.1003080193333 | 60.300396431 | 68.350127703 | 66.944729038 | 62.8982905265 | 63.0858474913333 | 69.13032273125 | 65.330184689 | 66.613482144 | 66.8220297272 | 57.8211831065 | 64.2993662685 | 65.51689672825 | 65.519135594 | 65.9195746715 | 64.5903398341667 | 61.0729346535 | 64.1699344275 | 66.357493158 | 62.223379614 | 68.7494354305 | 67.6334718235 | 61.45186465 | 62.3893655696667 | 63.009257201 | 69.1758755325 | 64.2714971954 | 61.430355976 | 62.98652591 | 65.5137802 | 66.0833938765 | 69.0543840103333 | 63.8798353758889 | 68.2326079578 | 65.38002066475 | 59.753356135 | 66.7047524385 | 64.4803045755 | 64.2019251918 | 60.7846948793333 | 60.47001642 | 62.7925714496667 | 66.9528907373333 | 60.31174624475 | 67.0774821163333 | 67.13337454725 | 63.3675994673333 | 67.4979493398571 | 71.600665543 | 80.797316776 | 63.480237788 | 62.964473726 | 62.359917972 | 59.9089433873333 | 60.5748080721667 | 63.717999191 | 60.2883171586667 | 62.3156774636 | 59.970539475 | 63.826029388 | 63.2277575919 | 61.875694936 | 68.41768077925 | 72.8662251614 | 60.773640785 | 61.272895684 | 64.34224669675 | 61.5989751465 | 65.8777202028 | 70.60454963375 | 68.9165731188 | 73.9972348005 | 73.1468470535 | 66.5733332385 | 64.385800447375 | 66.1549251788333 | 60.83 | 64.2682138046667 | 57.8900721146 | 61.081279886 | 69.3135704525 | 66.787034298875 | 73.1753136488 | 69.7579410055 | 61.9683010246667 | 72.351494743 | 61.2992822383333 | 60.241619867 | 63.932142087 | 66.04317164225 | 75.239072876 | 65.2899180395 | 70.303572746 | 69.2725 | 58.477819004 | 69.3681000375 | 71.429820924 | 61.4240114334 | 62.5988980815 | 71.7616216185 | 63.4752152705 | 67.907080945 | 59.92321313 | 67.194285719 | 68.0791919426667 | 61.16 | 63.540114363 | 65.661905903 | 62.5052227745 | 67.86017254225 | 66.872214299 | 61.9423443228333 | 64.6077100185 | 73.4015417366 | 67.5623593975 | 60.7596808903333 | 62.105372472 | 65.023921919 | 72.3678503955 | 64.416435072 | 62.074060983 | 69.356531288 | 65.5362995155 | 67.89259252325 | 67.82475589725 | 68.579834675 | 63.58619085225 | 66.789115404 | 66.8161747044 | 60.601664475 | 59.812518931 | 57.399625217 | 64.7281578735 | 63.497136835 | 63.6917840533333 | 61.1584011885 | 63.9121020706667 | 57.6497536505 | 66.2760359836667 | 66.4793752333333 | 63.2710264303333 | 69.6847070846667 | 73.014705511 | 60.385842671 | 64.386805714 | 65.3007767206667 | 71.4227984635 | 67.832729316 | 72.8848649122 | 61.93261173 | 67.280609253 | 66.553997818 | 69.9382252855 | 71.2458403426 | 65.0111282755 | 65.6539159045 | 63.892689608 | 64.959636995 | 60.7763597728571 | 65.526870849 | 62.3128280756667 | 66.1777348595 | 62.209121282 | 67.836941579 | 61.21034670575 | 63.4212466855 | 60.84999595125 | 62.0495753955 | 65.4703111315 | 63.9119416386 | 59.838911407 | 62.570523609 | 69.9163354963333 | 61.30174009025 | 62.93939165525 | 64.80402367725 | 63.12841007275 | 66.4187146975 | 66.193357197 | 68.021085957 | 60.4387056661667 | 62.383369719 | 66.9027091883333 | 63.1936099465 | 61.5321375845 | 61.714244207 | 63.182644173 | 66.952149363 | 59.23648308325 | 62.16505823 | 61.611825484 | 71.669972594 | 57.7909124613333 | 60.004405439 | 64.596343482 | 61.7114144386667 | 62.7003819951667 | 65.203302098 | 59.973976315 | 61.843766358 | 61.346979606 | 67.864263203 | 62.377136127625 | 62.649721574 | 64.1367512665 | 64.6486214366667 | 67.9223123315 | 61.470525666 | 61.905536374 | 65.5241684218 | 63.0385409665 | 65.992021205 | 66.266543511 | 65.653291066 | 60.8829544015 | 66.3744904955 | 70.0216013365 | 74.248479569 | 66.989419002 | 64.436715002 | 58.8918889218 | 63.0947120265 | 64.3919950153333 | 61.187593522 | 60.0285854593333 | 67.4531143836 | 61.9813876968 | 65.4902972515 | 68.0949389963333 | 76.230398992 | 65.4309668943333 | 67.712673182 | 64.796141432 | 69.651786006 | 66.544578309 | 67.1384647835 | 59.6625814455 | 62.8361220465 | 68.741792922 | 65.8689299125 | 59.480450381 | 70.232780354 | 50.9086597998 | 61.199182396 | 58.56788993 | 69.174348562 | 63.9991885005 | 67.4658787843333 | 61.1732990408571 | 64.2359248923333 | 60.49131143 | 63.54706105 | 60.5434395005 | 58.507294912 | 60.870115449 | 58.3914088413333 | 59.213510675 | 63.59691768375 | 61.6194297015 | 61.575749554 | 60.087742088 | 58.5129352896 | 64.7666787313333 | 68.57608349625 | 69.999145601 | 64.920159744 | 62.4261490325 | 68.07755559 | 74.169959512 | 66.5889725416667 | 73.4948042051667 | 67.4305867345 | 69.165063638 | 61.38 | 64.7168843915 | 64.70963741 | 64.9674498605 | 66.1724409756667 | 67.1725255556667 | 59.6987028953333 | 65.8404091125 | 61.035596446 | 62.078822036 | 62.402112058 | 63.2083873923333 | 60.4741067216 | 61.993287059 | 64.9631195280833 | 67.509305094 | 67.05875841225 | 64.9667542003333 | 66.4865293888889 | 60.50352874225 | 61.493195071 | 60.726889718 | 62.3138033026667 | 72.614335365 | 65.925084962 | 66.1556468136667 | 63.72798115475 | 63.8943535046667 | 63.63184443 | 61.5337792795 | 65.291894382 | 60.7582786176667 | 61.196130611 | 60.9200443335 | 67.940409647 | 61.512998393 | 59.9818224885 | 59.223232706 | 70.0638866917 | 66.530607572 | 57.6518804876667 | 62.6841063035 | 71.467603009 | 61.566136181 | 63.802103838 | 68.1572812635 | 60.2878117875 | 59.187386423 | 66.255389673 | 66.260081756 | 66.257949505 | 66.25269761 | 64.651396095 | 67.0091282336667 | 79.0094854633333 | 67.3918175315 | 66.2648871023333 | 67.271760072 | 67.439591252 | 67.254 | 62.772598592 | 64.702 | 65.2251911905 | 58.08661949475 | 66.4765691993333 | 60.48043826 | 67.517131748 | 61.371634225 | 73.412776283 | 64.139636341 | 66.90315764 | 61.522795895 | 67.6631304185833 |
| DE_perc | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm |
| perc_crude_protein_diet | lower | 9.037608459 | 9.97640889 | 10.346797038 | 9.2438503938 | 9.24515243678571 | 8.5511855121 | 6.7469072223 | 8.4402879759 | 8.8841910504 | 8.4423663342 | 9.638112411 | 9.612512085 | 7.3315333845 | 10.3808438215714 | 12.4497285825 | 8.8181124624 | 8.98430521824 | 9.5463880542 | 8.1589667898 | 9.9514086354 | 10.1126637271636 | 5.2240818195 | 7.3535580801 | 5.69247030405 | 8.4047886999 | 9.524863767 | 7.9088909259 | 7.5334165755 | 9.715897335825 | 9.2002302 | 9.99322990425 | 9.0007671117 | 6.39477306315 | 8.4842653221 | 9.067262010075 | 5.12951285565 | 10.352278179 | 4.4161242588 | 10.3598032095 | 7.50003736185 | 9.093489516 | 9.922407006 | 9.913690116 | 7.76740601565 | 8.75667633885 | 12.358870362 | 8.7548688924 | 10.210714272 | 12.6610096995 | 9.2710095615 | 9.9740362275 | 7.8742362126 | 11.83404805875 | 7.4232262062 | 9.881318457 | 7.9459382322 | 4.77908385705 | 7.2529208676 | 8.33240638656 | 8.3717862777 | 10.6407771795 | 6.92218155852 | 10.235332683 | 8.7011211054375 | 8.3159370171 | 6.8860125891 | 8.9881259796 | 9.9500141475 | 7.4748739698 | 6.90493641075 | 14.56366575825 | 9.755726832 | 9.79887911355 | 9.361035771 | 10.50772679325 | 8.0205376761 | 9.559687725 | 9.69976719306 | 7.33204983105 | 9.5639611905 | 12.07350841725 | 10.257278391 | 8.40207682485 | 9.65170163925 | 10.04264337285 | 9.589157204625 | 7.574147901 | 8.39888146305 | 10.508689665 | 8.74615486005 | 9.362670849 | 8.487329829 | 10.22216422005 | 12.4940259315 | 9.9426031866 | 9.44051631525 | 9.726331968 | 12.327415371 | 7.72634272455 | 7.671406428 | 10.827005048 | 13.142905947 | 7.91038934415 | 9.441026667 | 7.890122698425 | 11.521553535 | 8.83550620944 | 9.16143081 | 8.4066502464 | 10.11000732 | 10.308823797 | 9.811174005 | 9.872113659 | 8.6942594817 | 9.25278098535 | 8.98448207657143 | 7.23817119015 | 8.7961525677 | 6.9871327776 | 8.6818339233 | 10.4764679325 | 9.879103311 | 10.167683688 | 10.059101253 | 6.6254488254 | 9.9251445546 | 8.5538444805 | 9.91628503245 | 8.55789981678 | 8.56757690505 | 8.50029547815 | 7.0064499852 | 11.438867511 | 9.851058621 | 9.9724620465 | 7.78142908035 | 10.1552454054 | 10.501080074325 | 9.82652443254 | 10.3488673905 | 11.493552717 | 8.226867004875 | 9.745832053125 | 9.6302712975 | 9.99 | 14.407236237 | 9.0991127592 | 9.93313395 | 8.6906205882 | 8.5028042359125 | 8.481707253 | 8.9857084455 | 11.7931220955 | 10.710610929 | 9.254864925 | 9.427224267 | 10.095978015 | 9.851627853 | 6.08637363885 | 9.1076555646 | 9.230386743 | 8.02125 | 8.8947897849 | 8.01336965985 | 10.627366056 | 9.41991573204 | 8.861871168 | 8.0118189981 | 8.88880650435 | 7.2537528301875 | 9.0938215026 | 5.6185714287 | 5.46395126025 | 9.09 | 9.255222531 | 7.1735060331 | 8.5511062503 | 6.714773255025 | 7.5989190342 | 7.7777667021 | 7.08314550345 | 10.00809975456 | 7.1699055435 | 10.421080866 | 8.96961992355 | 9.814582467 | 10.527305913 | 10.1747481696 | 9.719537598 | 9.66292773435 | 8.6219188056 | 11.07904936545 | 7.915850364375 | 8.6709428694 | 7.271044524 | 10.119042828 | 10.0249519104 | 7.65305756046 | 9.318781314 | 5.6618631477 | 10.19497370805 | 7.2475431054 | 5.3106216426 | 9.27858797595 | 10.276650399 | 9.1344502395 | 10.150774383 | 10.558243176 | 11.9109819904 | 11.00131613925 | 9.352208208825 | 10.855514277 | 8.8866608382 | 11.351374458 | 8.99694908055 | 10.049029095 | 6.73709270076 | 9.0428734791 | 9.08074866735 | 8.9519343678 | 7.67915716635 | 11.10778978752 | 8.88780397455 | 8.99981426025 | 11.7397995615 | 8.50192278525 | 6.5839219596 | 6.6491117919 | 8.60720928 | 7.2219731391 | 8.2184387307 | 6.5351545353 | 10.84902945525 | 8.0584704702 | 11.0553963345 | 11.047201524 | 10.33750796625 | 11.5703551998 | 9.818552808 | 9.308813619 | 6.7678641786 | 8.818867028925 | 10.2461740875 | 10.2703260465 | 9.14298816195 | 11.0272241835 | 10.439616402 | 11.0873766015 | 10.1602635225 | 10.9161135385714 | 9.5775962157 | 9.29229814845 | 6.401737974375 | 10.5627436425 | 11.99322621 | 10.511042859 | 8.9793231874875 | 9.546847299 | 5.77818215145 | 8.95557661065 | 8.2710123771 | 8.9795596383 | 8.7052408938 | 10.966069509 | 11.228022717 | 9.088085808 | 9.821617773 | 10.340718876 | 10.107428994 | 10.355072129325 | 5.8218413787 | 8.2660760937 | 8.7643398816 | 7.4856923073 | 14.14032190425 | 9.6708208905 | 9.00576992115 | 7.58850911388 | 8.3155039011 | 9.323189514 | 9.26997295663636 | 9.27664389 | 8.654516835975 | 10.1439657405 | 6.194700621 | 7.5942822474 | 8.0314861473 | 8.7561192852 | 9.2640148632 | 8.076195666 | 9.488259018 | 9.922043502 | 9.3759528666 | 9.27963419472 | 8.78142360078 | 7.909202722275 | 7.3630888263 | 6.69458706525 | 8.342300058 | 7.561275354 | 8.4097773333 | 8.8749884286 | 10.115013069 | 8.90989606845 | 8.73073480635 | 8.51073283845 | 8.05256990595 | 8.0379204363 | 9.3258812964 | 9.2425448295 | 3.9265336872 | 9.1863298902 | 7.675913277 | 7.2883797453 | 6.6807969003 | 7.6983188607 | 9.18665339914286 | 7.8425980905 | 8.3066713542 | 8.5829490306 | 7.1105179545 | 6.3449659863 | 9.85070133 | 10.4202135642 | 9.234256185 | 8.736867190575 | 8.06693664645 | 8.44836225975 | 8.97729520185 | 9.1693368882 | 8.5955311107 | 9.197163466875 | 8.5881670029 | 9.7222338615 | 6.9162055029 | 9.368839674 | 8.3387526348 | 12.31559214 | 10.3242696075 | 8.35381422495 | 7.80015886335 | 8.55 | 7.3330079247 | 7.32644557785 | 7.49817853245 | 9.757790994 | 9.0494113956 | 5.692133823 | 6.65413885575 | 6.0902091864 | 9.60635718 | 9.318179799 | 9.42606657 | 9.2776377024 | 10.495248315 | 8.073130908525 | 8.4458402835 | 9.44977173075 | 8.6735036499 | 8.4296815905 | 9.58141386225 | 8.5576970232 | 9.662026563 | 5.7032179626 | 6.0306841881 | 9.3564939465 | 6.9379231563 | 9.796649242275 | 8.548573461 | 9.705241143 | 8.7133158927 | 11.730692466 | 8.9116139901 | 8.5033930266 | 8.7733218258 | 6.7554378882 | 10.510250787 | 9.5088596475 | 9.345776238 | 10.60792282107 | 7.486837445475 | 5.0172162363 | 9.90067709475 | 6.37774789815 | 8.2528014852 | 9.47471895 | 9.8678980485 | 8.69150194335 | 8.6260673871 | 9.984133701 | 9.990430425 | 9.987568974 | 9.980520984 | 7.3158001425 | 8.1718471857 | 15.183845199 | 10.0280691045 | 8.7911708922 | 8.07240120885 | 9.188926713 | 7.992 | 8.82681795 | 8.388 | 7.43792608395 | 8.2291097484 | 8.3259041607 | 8.2965511395 | 7.6444844481 | 9.204893613 | 9.11419331805 | 9.8212592847 | 9.2495546595 | 8.4291624999 | 9.659505065175 |
| perc_crude_protein_diet | upper | 11.0459658943333 | 12.1933886433333 | 12.6460852686667 | 11.2980393702 | 11.2996307560714 | 10.4514489592333 | 8.24621993836667 | 10.3159075261 | 10.8584557282667 | 10.3184477418 | 11.779915169 | 11.7486258816667 | 8.9607630255 | 12.6876980041429 | 15.2163349341667 | 10.7776930096 | 10.98081748896 | 11.6678076218 | 9.97207052086667 | 12.1628327766 | 12.3599223332 | 6.3849888905 | 8.9876820979 | 6.95746370495 | 10.2725195221 | 11.6415001596667 | 9.66642224276667 | 9.20750914783333 | 11.874985632675 | 11.2447258 | 12.21394766075 | 11.0009375809667 | 7.81583374385 | 10.3696576159 | 11.082209123425 | 6.26940460135 | 12.652784441 | 5.3974852052 | 12.6619817005 | 9.16671233115 | 11.114264964 | 12.1273863406667 | 12.116732364 | 9.49349624135 | 10.70260441415 | 15.105285998 | 10.7003953129333 | 12.479761888 | 15.4745674105 | 11.3312339085 | 12.1904887225 | 9.62406648206667 | 14.46383651625 | 9.0728320298 | 12.077167003 | 9.7117022838 | 5.84110249195 | 8.8646810604 | 10.18405225024 | 10.2321832283 | 13.0053943305 | 8.46044412708 | 12.509851057 | 10.6347035733125 | 10.1639230209 | 8.4162376089 | 10.9854873084 | 12.1611284025 | 9.1359570742 | 8.43936672425 | 17.80003592675 | 11.923666128 | 11.97640780545 | 11.4412659423333 | 12.84277719175 | 9.8028793819 | 11.684062775 | 11.85527101374 | 8.96139423795 | 11.6892858995 | 14.75651028775 | 12.536673589 | 10.26920500815 | 11.79652422575 | 12.27434190015 | 11.720081027875 | 9.257291879 | 10.26529956595 | 12.843954035 | 10.68974482895 | 11.443264371 | 10.3734031243333 | 12.49375626895 | 15.2704761385 | 12.1520705614 | 11.53840882975 | 11.887739072 | 15.066841009 | 9.44330777445 | 9.376163412 | 13.2330061697778 | 16.063551713 | 9.66825364285 | 11.539032593 | 9.643483298075 | 14.081898765 | 10.79895203376 | 11.1973043233333 | 10.2747947456 | 12.3566756133333 | 12.5996735296667 | 11.991434895 | 12.0659166943333 | 10.6263171443 | 11.30895453765 | 10.9810336491429 | 8.84665367685 | 10.7508531383 | 8.5398289504 | 10.6111303507 | 12.8045719175 | 12.0744596023333 | 12.427168952 | 12.294457087 | 8.0977707866 | 12.1307322334 | 10.4546988095 | 12.11990392855 | 10.45965533162 | 10.47148288395 | 10.38925002885 | 8.5634388708 | 13.980838069 | 12.040182759 | 12.1885647235 | 9.51063554265 | 12.4119666066 | 12.834653424175 | 12.01019652866 | 12.6486156995 | 14.047675543 | 10.055059672625 | 11.911572509375 | 11.7703315858333 | 12.21 | 17.6088442896667 | 11.1211378168 | 12.14049705 | 10.6218696078 | 10.3923162883375 | 10.366531087 | 10.9825325445 | 14.4138158945 | 13.090746691 | 11.311501575 | 11.522162993 | 12.339528685 | 12.040878487 | 7.43890111415 | 11.1315790234 | 11.281583797 | 9.80375 | 10.8714097371 | 9.79411847315 | 12.9890029573333 | 11.51323033916 | 10.831175872 | 9.7922232199 | 10.86409683865 | 8.8656979035625 | 11.1146707254 | 6.8671428573 | 6.67816265141667 | 11.11 | 11.311938649 | 8.7676184849 | 10.4513520837 | 8.206945089475 | 9.28756770846667 | 9.50615930256667 | 8.65717783755 | 12.23212192224 | 8.7632178865 | 12.736876614 | 10.96286879545 | 11.995600793 | 12.866707227 | 12.4358033184 | 11.879434842 | 11.81024500865 | 10.5379007624 | 13.54106033555 | 9.674928223125 | 10.5978190626 | 8.886832196 | 12.367719012 | 12.2527190016 | 9.35373701834 | 11.389621606 | 6.9200549583 | 12.46052342095 | 8.85810823993333 | 6.4907597854 | 11.34049641505 | 12.5603504876667 | 11.1643280705 | 12.4065020236667 | 12.9045194373333 | 14.5578668771556 | 13.4460530590833 | 11.430476699675 | 13.267850783 | 10.8614743578 | 13.8739021153333 | 10.99627109845 | 12.2821466716667 | 8.23422441204 | 11.0524009189 | 11.09869281565 | 10.9412531162 | 9.38563653665 | 13.57618751808 | 10.86287152445 | 10.99977298475 | 14.3486439085 | 10.39123895975 | 8.0470157284 | 8.1266921901 | 10.5199224533333 | 8.8268560589 | 10.0447584486333 | 7.9874110987 | 13.25992488975 | 9.8492416858 | 13.5121510755 | 13.502135196 | 12.63473195875 | 14.1415452442 | 12.000453432 | 11.3774388676667 | 8.27183399606667 | 10.778615257575 | 12.5231016625 | 12.5526207235 | 11.17476330905 | 13.4777184465 | 12.759531158 | 13.5512380685 | 12.4180998608333 | 13.3419165471429 | 11.7059509303 | 11.35725329255 | 7.824346413125 | 12.9100200075 | 14.65838759 | 12.846830161 | 10.9747283402625 | 11.668368921 | 7.06222262955 | 10.94570474635 | 10.1090151275667 | 10.9750173357 | 10.6397388702 | 13.4029738443333 | 13.7231388763333 | 11.107660432 | 12.0041995003333 | 12.638656404 | 12.353524326 | 12.656199269175 | 7.1155839073 | 10.1029818923 | 10.7119709664 | 9.1491794867 | 17.28261566075 | 11.8198921995 | 11.00705212585 | 9.27484447252 | 10.1633936569 | 11.395009406 | 11.329966947 | 11.33812031 | 10.577742799525 | 12.3981803495 | 7.571300759 | 9.2819005246 | 9.8162608467 | 10.7019235708 | 11.3226848328 | 9.870905814 | 11.596761022 | 12.126942058 | 11.4594979480667 | 11.34177512688 | 10.73285106762 | 9.666803327225 | 8.9993307877 | 8.18227307975 | 10.1961445153333 | 9.241558766 | 10.2786167407 | 10.8472080794 | 12.362793751 | 10.88987297255 | 10.67089809665 | 10.40200680255 | 9.84202988505 | 9.8241249777 | 11.3982993622667 | 11.2964436805 | 4.7990967288 | 11.2277365324667 | 9.381671783 | 8.9080196887 | 8.1654184337 | 9.4090563853 | 11.2281319322857 | 9.58539766616667 | 10.1525983218 | 10.4902710374 | 8.6906330555 | 7.7549584277 | 12.03974607 | 12.7358165784667 | 11.286313115 | 10.678393232925 | 9.85958923455 | 10.32577609525 | 10.97224969115 | 11.2069673078 | 10.5056491353 | 11.240977570625 | 10.4966485591 | 11.8827302751667 | 8.4531400591 | 11.450804046 | 10.1918087758667 | 15.0523903933333 | 12.6185517425 | 10.21021738605 | 9.53352749965 | 10.45 | 8.9625652413 | 8.95454459515 | 9.16444042855 | 11.9261889926667 | 11.0603917057333 | 6.95705245033333 | 8.13283637925 | 7.4435890056 | 11.74110322 | 11.388886421 | 11.52074803 | 11.3393349696 | 12.8275257183333 | 9.86715999930833 | 10.3226936798333 | 11.54972100425 | 10.6009489054333 | 10.3029441661667 | 11.71061694275 | 10.4594074728 | 11.809143577 | 6.97059973206667 | 7.3708362299 | 11.4357148235 | 8.4796838577 | 11.973682407225 | 10.4482564523333 | 11.861961397 | 10.6496083133 | 14.337513014 | 10.8919726545667 | 10.3930359214 | 10.7229488982 | 8.2566463078 | 12.845862073 | 11.6219395691667 | 11.422615402 | 12.96523900353 | 9.150579100025 | 6.1321531777 | 12.10082756025 | 7.79502520885 | 10.0867573708 | 11.58021205 | 12.0607642815 | 10.62294681965 | 10.5429712509 | 12.202830079 | 12.210526075 | 12.207028746 | 12.198414536 | 8.9415335075 | 9.98781322696667 | 18.558033021 | 12.2565289055 | 10.7447644238 | 9.86626814415 | 11.230910427 | 9.768 | 10.78833305 | 10.252 | 9.09079854705 | 10.0578008036 | 10.1761050853 | 10.1402291705 | 9.3432587699 | 11.250425527 | 11.13956961095 | 12.0037613479667 | 11.3050112505 | 10.3023097221 | 11.806061746325 |
| perc_crude_protein_diet | distribution | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm | posnorm |
Here we run the model with the scenario_mc function. All variables that aren’t specified in the file called in the scenarios option remain at their original values, given in the usual input table, called with base_estimate.
GHG_simulation_scenarios<-scenario_mc(base_estimate = estimate_read_csv("data/livestock_ghg_input_table.csv"),
scenarios = read.csv("data/farm_scenarios.csv",
fileEncoding = "UTF-8-BOM"),
model_function = ghg_emissions,
numberOfModelRuns = 10,
functionSyntax = "plainNames")
Here we plot the distributions of the various outputs from the model.
# enteric_CH4=enteric_CH4,
enteric_CH4_dist_plot <- plot_distributions(mcSimulation_object = GHG_simulation_scenarios,
vars = "enteric_CH4",
method = "boxplot_density",
old_names = "enteric_CH4",
new_names = "Total Methane Emissions from Livestock by Enteric Fermentation") +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank())
# milk_yield=sum(total_milk),
milk_yield_dist_plot <- plot_distributions(mcSimulation_object = GHG_simulation_scenarios,
vars = "milk_yield",
method = "boxplot_density",
old_names = "milk_yield",
new_names = "Total Milk Yield") +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank())
# enteric_CH4_CO2eq=sum(enteric_CH4_CO2eq),
enteric_CH4_CO2eq_dist_plot <- plot_distributions(mcSimulation_object = GHG_simulation_scenarios,
vars = "enteric_CH4_CO2eq",
method = "boxplot_density",
old_names = "enteric_CH4_CO2eq",
new_names = "Carbon Dioxide Equivalent Enteric Methane Emissions from Livestock") +
theme(axis.title.x=element_blank())
# mm_CH4_CO2eq=sum(mm_CH4_CO2eq),
mm_CH4_CO2eq_dist_plot <- plot_distributions(mcSimulation_object = GHG_simulation_scenarios,
vars = "mm_CH4_CO2eq",
method = "boxplot_density",
old_names = "mm_CH4_CO2eq",
new_names = "Carbon Dioxide Equivalent Methane Emissions from Livestock Manure") +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank())
# mm_N2O_CO2eq=sum(mm_N2O_CO2eq),
mm_N2O_CO2eq_dist_plot <- plot_distributions(mcSimulation_object = GHG_simulation_scenarios,
vars = "mm_N2O_CO2eq",
method = "boxplot_density",
old_names = "mm_N2O_CO2eq",
new_names = "Carbon Dioxide Equivalent Nitrous Oxide Emissions from Livestock Manure") +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank())
# feed_CO2=feed_CO2,
feed_CO2_dist_plot <- plot_distributions(mcSimulation_object = GHG_simulation_scenarios,
vars = "feed_CO2",
method = "boxplot_density",
old_names = "feed_CO2",
new_names = "Carbon Dioxide Emissions from Livestock Feed Production and Transport") +
theme(axis.title.x=element_blank(),
axis.title.y=element_blank())
# on_farm=sum(on_farm)
on_farm_dist_plot <- plot_distributions(mcSimulation_object = GHG_simulation_scenarios,
vars = "on_farm",
method = "boxplot_density",
old_names = "on_farm",
new_names = "Total Carbon Dioxide Equivalent Emissions from Livestock") +
theme(axis.title.y=element_blank())
library(patchwork)
# remove the axis marks from the two lefthand-most plots and the x-axis title from the left and right plots
# plot with patchwork
layout <- "
AAABBB
CCCDDD
EEEFFF
GGGGGG
"
enteric_CH4_dist_plot + milk_yield_dist_plot +
enteric_CH4_CO2eq_dist_plot + mm_CH4_CO2eq_dist_plot +
mm_N2O_CO2eq_dist_plot + feed_CO2_dist_plot +
on_farm_dist_plot +
plot_layout(guides = "collect", design = layout)
animals_per_run<-rowSums(GHG_simulation_scenarios$x[paste0("N_animal_type_",1:12)])
milk_yield_per_head<-GHG_simulation_scenarios$y$milk_yield/animals_per_run
total_emissions_per_head<-GHG_simulation_scenarios$y$on_farm/animals_per_run
As with the GHG Model, we apply the uncertainty functions on the milk_yield and on_farm variables. These come from the model results (4140) of the GHG_simulation_scenarios model results to the in_var (x) and an outcome variable out_var (y). In the model we defined on_farm as the sum of Carbon Dioxide Equivalent Enteric Methane Emissions from Livestock (enteric_CH4_CO2eq), Carbon Dioxide Equivalent Methane Emissions from Livestock Manure (mm_CH4_CO2eq), Carbon Dioxide Equivalent Nitrous Oxide Emissions from Livestock Manure (mm_N2O_CO2eq) and Carbon Dioxide Emissions from Livestock Feed Production and Transport (feed_CO2).
in_var <- milk_yield_per_head # "Total Milk Yield"
out_var <- total_emissions_per_head # "Total emissions"
uncertainty::varscatter(in_var = in_var,
out_var = out_var,
xlab = expression(Total~milk~yield~(kg~head^{-1}~year^{-1})),
ylab = expression(Total~emissions~(kg~CO[2]-eq~head^{-1}~year^{-1})))
## [1] "Scatter plot of influencing variable (x) and outcome variable (y) with associated and estimated densities."
uncertainty::varkernel(in_var = in_var,
out_var = out_var,
xlab = expression(Total~milk~yield~(kg~head^{-1}~year^{-1})),
ylab = expression(Total~emissions~(kg~CO[2]-eq~head^{-1}~year^{-1})))
## [1] "Density surface plot of an expected influential variable (x) and an outcome variable of interest (y)."
uncertainty::varkernelslicerange(in_var = in_var,
out_var = out_var,
min_in_var = round(min(in_var)),
max_in_var = round(max(in_var)),
xlab_vars = "Total emissions given milk yield range")
## [1] "Relative probability (y) of the outcome variable for the given values of the influencing variable (x)."
Here’s a wild idea: Can we simply change values in the GHG_simulation_scenarios$x table now and apply the model to the resulting table? We may not have to draw new values (and that actually wouldn’t even be good, because this would dilute the intervention effect).
To clearly characterize the impact of interventions, we should compare their impact with a counterfactual, i.e. with the same farms without the intervention. While this is usually impossible in practice, it is easy with a model. We just have to run the simulation again with identical inputs except for those that are affected by the intervention.
We already simulated emissions for a large population of farms, and we can now apply our interventions to this population by modifying certain parameters of the input tables. What we don’t want now, however, is to randomize all values again, since this would add additional noise to the results, which would mask the signal caused by the interventions.
We now first need a function that can apply our greenhouse gas emissions model to a pre-defined set of input values. We can find syntax that can achieve this in the mcSimulation function. Here it is (with slight modifications):
run_model<-function(x_data,model)
{
varnames<-colnames(x_data)[which(!colnames(x_data)=="Scenario")]
model_function_ <- function(x) {
e <- as.list(sapply(X = varnames, FUN = function(i) as.numeric(unlist(x[i]))))
eval(expr = body(model), envir = e)
}
y <- do.call(what = rbind, args = lapply(X = apply(X = x_data,
MARGIN = 1, FUN = model_function_), FUN = unlist))
returnObject <- list(y = data.frame(y), x = data.frame(x_data))
returnObject$call <- match.call()
class(returnObject) <- cbind("mcSimulation", class(returnObject))
return(returnObject)
}
The following code can precisely reproduce the results of the previous analysis:
res<-run_model(GHG_simulation_scenarios$x,ghg_emissions)
To simulate interventions, we can now feed this function with modified x_data data.frames.
Introduction of higher-performance breeds may reduce greenhouse gas emissions. We simulate an intervention that replaces animals of low-performance breeds with animals of high-performance breeds.
To retain the farm-specific performance levels obtained from the farm survey, we simulate these impacts in a relative manner. For this, we first need to determine the performance and characteristics of each of the breeds. We’ll base this on the farm survey data (Kenyaherds dataset from above).
cows<-Kenyaherds[which(Kenyaherds$animal_type %in% 4:6),]
ggplot(cows, aes(factor(breed),milk_yield)) +
geom_violin(draw_quantiles=c(0.5),fill="light green") +
xlab("Breed") + ylab("Milk yield (kg per day)") + theme_bw()
## Warning: Groups with fewer than two data points have been dropped.
milk_summary<-cbind(aggregate(cows$milk_yield, by=list(cows$breed), FUN=median),table(cows$breed))
milk_summary<-milk_summary[,c(1,4,2)]
colnames(milk_summary)<-c("Breed","n","Median_milk_yield")
milk_summary
## Breed n Median_milk_yield
## 1 1 488 6.708090
## 2 2 134 4.999040
## 3 3 16 6.372821
## 4 4 20 5.538156
## 5 5 36 3.035786
## 6 7 1 7.217000
## 7 8 7 3.507483
This evaluation shows that the difference in median milk yields is relatively small, but that the milk yield distributions show a lot of variation that is apparently not explained by the breed. It is also apparent that the number of animals these estimates are based on varies considerably. Two breeds make up 88.6 % of the entire population, with others having very few animals, which means that the medians may be somewhat unreliable (especially for the single animal of breed 7).
Let’s define the intervention as follows:
All animals are replaced by high-performance animals of breed 1, which increases milk yields proportionally to the median milk yield differences. This means that milk yields are multiplied by the following factors:
milk_summary[,"Intervention_factor"]<-sapply(milk_summary$Median_milk_yield, function(x) min(x/milk_summary$Median_milk_yield[1],1))
milk_summary
## Breed n Median_milk_yield Intervention_factor
## 1 1 488 6.708090 1.0000000
## 2 2 134 4.999040 0.7452256
## 3 3 16 6.372821 0.9500201
## 4 4 20 5.538156 0.8255936
## 5 5 36 3.035786 0.4525559
## 6 7 1 7.217000 1.0000000
## 7 8 7 3.507483 0.5228735
A change of the breed also causes changes in weight, mature weight and weight gain.
live_weights<-aggregate(Kenyaherds$live_weight_LW, by=list(Kenyaherds$animal_type,Kenyaherds$breed), FUN=median)
colnames(live_weights)<-c("animal_type","breed","median_live_weight")
live_weights[,"Intervention_factor"]<-NA
for(i in 1:nrow(live_weights))
live_weights$Intervention_factor[i]<-live_weights$median_live_weight[i]/
live_weights$median_live_weight[which(live_weights$animal_type==live_weights$animal_type[i] & live_weights$breed==1)]
# mature weight should probably be changed, and the code below does this. However, the mature weight is currently the same for all the breeds, so this accomplished nothing.
mature_weights<-aggregate(Kenyaherds$mature_weight_MW, by=list(Kenyaherds$animal_type,Kenyaherds$breed), FUN=median)
colnames(mature_weights)<-c("animal_type","breed","median_mature_weight")
mature_weights[,"Intervention_factor"]<-NA
for(i in 1:nrow(mature_weights))
mature_weights$Intervention_factor[i]<-mature_weights$median_mature_weight[i]/
mature_weights$median_mature_weight[which(mature_weights$animal_type==mature_weights$animal_type[i] & mature_weights$breed==1)]
# same for the weight gain - doesn't depend on the breed at the moment, so all the factors are 1
weight_gains<-aggregate(Kenyaherds$weight_gain_WG, by=list(Kenyaherds$animal_type,Kenyaherds$breed), FUN=median)
colnames(weight_gains)<-c("animal_type","breed","median_weight_gain")
weight_gains[,"Intervention_factor"]<-NA
for(i in 1:nrow(weight_gains))
weight_gains$Intervention_factor[i]<-weight_gains$median_weight_gain[i]/
weight_gains$median_weight_gain[which(weight_gains$animal_type==weight_gains$animal_type[i] & weight_gains$breed==1)]
weight_gains$Intervention_factor[which(weight_gains$median_weight_gain==0)]<-1
Now we can modify the input table accordingly.
go through all the farms. Determine the ‘improvement’ coefficients (based on herd structure)
farms<-unique(Kenyaherds$QQNO)
breed_intervention<-data.frame(Farm=farms, milk_yield_4=1, milk_yield_5=1, milk_yield_6=1)
Kenyaherds_interventions<-Kenyaherds[,c("QQNO",
"system",
"animal_type",
"breed",
"live_weight_LW",
"mature_weight_MW",
"weight_gain_WG",
"milk_yield",
"dig_energy",
"CP.")]
Kenyaherds_interventions[,"milk_change"]<-0
cows<-which(Kenyaherds_interventions$animal_type %in% 4:6)
Kenyaherds_interventions$milk_change[cows]<- sapply(cows,function(x) 1/milk_summary$Intervention_factor[milk_summary$Breed==Kenyaherds_interventions$breed[x]] )
milk_change<-aggregate(Kenyaherds_interventions$milk_change[cows], by=list(Kenyaherds_interventions$QQNO[cows]), FUN=mean)
breed_intervention$milk_yield_4[which(breed_intervention$Farm %in% milk_change[,1])]<-milk_change[,2]
breed_intervention$milk_yield_5<-breed_intervention$milk_yield_4
breed_intervention$milk_yield_6<-breed_intervention$milk_yield_4
for(i in 1:nrow(Kenyaherds_interventions))
{Kenyaherds_interventions[i,"live_weight_change"]<-
1/live_weights$Intervention_factor[which(live_weights$animal_type==Kenyaherds_interventions$animal_type[i]&
live_weights$breed==Kenyaherds_interventions$breed[i])]
# Kenyaherds_interventions[i,"mature_weight_change"]<-
# 1/mature_weights$Intervention_factor[which(mature_weights$animal_type==Kenyaherds_interventions$animal_type[i]&
# mature_weights$breed==Kenyaherds_interventions$breed[i])]
Kenyaherds_interventions[i,"weight_gain_change"]<-
1/weight_gains$Intervention_factor[which(weight_gains$animal_type==Kenyaherds_interventions$animal_type[i]&
weight_gains$breed==Kenyaherds_interventions$breed[i])]
}
live_weight_agg<-aggregate(Kenyaherds_interventions$live_weight_change,
by=list(Kenyaherds_interventions$QQNO,Kenyaherds_interventions$animal_type), FUN=mean)
#mature_weight_agg<-aggregate(Kenyaherds_interventions$mature_weight_change,
#by=list(Kenyaherds_interventions$QQNO,Kenyaherds_interventions$animal_type), FUN=mean)
weight_gain_agg<-aggregate(Kenyaherds_interventions$weight_gain_change,
by=list(Kenyaherds_interventions$QQNO,Kenyaherds_interventions$animal_type), FUN=mean)
colnames(live_weight_agg)<-c("farm","animal_type","conv_factor")
#colnames(mature_weight_agg)<-c("farm","animal_type","conv_factor")
colnames(weight_gain_agg)<-c("farm","animal_type","conv_factor")
for(i in 1:nrow(live_weight_agg))
breed_intervention[which(breed_intervention$Farm==live_weight_agg$farm[i]),
paste0("live_weight_LW_",live_weight_agg$animal_type[i])]<-
live_weight_agg$conv_factor[i]
#for(i in 1:nrow(mature_weight_agg))
# breed_intervention[which(breed_intervention$Farm==mature_weight_agg$farm[i]),
# paste0("mature_weight_LW_",mature_weight_agg$animal_type[i])]<-
# mature_weight_agg$conv_factor[i]
for(i in 1:nrow(weight_gain_agg))
breed_intervention[which(breed_intervention$Farm==weight_gain_agg$farm[i]),
paste0("weight_gain_WG_",weight_gain_agg$animal_type[i])]<-
weight_gain_agg$conv_factor[i]
breed_intervention[is.na(breed_intervention)]<-1
go through the x file for each row take a random draw based on adoption rate (does farm adopt or not), then (possibly) apply factors
x_breed_intervention<-GHG_simulation_scenarios$x
adoption_rate<-0.6
for(i in 1:nrow(x_breed_intervention))
{if(rbinom(1,1,adoption_rate))
x_breed_intervention[i,colnames(breed_intervention)[2:ncol(breed_intervention)]]<-
x_breed_intervention[i,colnames(breed_intervention)[2:ncol(breed_intervention)]] *
breed_intervention[which(paste0("Farm_",breed_intervention$Farm)==x_breed_intervention$Scenario[i]),
2:ncol(breed_intervention)]
# implement changes in x file
}
breed_res<-run_model(x_breed_intervention,ghg_emissions)
animals_per_run<-rowSums(breed_res$x[paste0("N_animal_type_",1:12)])
breed_milk_yield_per_head<-breed_res$y$milk_yield/animals_per_run
breed_total_emissions_per_head<-breed_res$y$on_farm/animals_per_run
Assumed adoption rate, based on all farms (even the ones that already have high-performance farms and therefore don’t get an ‘upgrade’): 60 %
uncertainty::varscatter(in_var = breed_milk_yield_per_head,
out_var = breed_total_emissions_per_head,
xlab = expression(Total~milk~yield~(kg~head^{-1}~year^{-1})),
ylab = expression(Total~emissions~(kg~CO[2]-eq~head^{-1}~year^{-1})))
## [1] "Scatter plot of influencing variable (x) and outcome variable (y) with associated and estimated densities."
uncertainty::varscatter(in_var = GHG_simulation_scenarios$y$milk_yield/animals_per_run,
out_var = GHG_simulation_scenarios$y$on_farm/animals_per_run,
xlab = expression(Total~milk~yield~(kg~head^{-1}~year^{-1})),
ylab = expression(Total~emissions~(kg~CO[2]-eq~head^{-1}~year^{-1})))
## [1] "Scatter plot of influencing variable (x) and outcome variable (y) with associated and estimated densities."
uncertainty::varkernel(in_var = breed_milk_yield_per_head,
out_var = breed_total_emissions_per_head,
xlab = expression(Total~milk~yield~(kg~head^{-1}~year^{-1})),
ylab = expression(Total~emissions~(kg~CO[2]-eq~head^{-1}~year^{-1})))
## [1] "Density surface plot of an expected influential variable (x) and an outcome variable of interest (y)."
uncertainty::varkernel(in_var = GHG_simulation_scenarios$y$milk_yield/animals_per_run,
out_var = GHG_simulation_scenarios$y$on_farm/animals_per_run,
xlab = expression(Total~milk~yield~(kg~head^{-1}~year^{-1})),
ylab = expression(Total~emissions~(kg~CO[2]-eq~head^{-1}~year^{-1})))
## [1] "Density surface plot of an expected influential variable (x) and an outcome variable of interest (y)."
uncertainty::varkernelslicerange(in_var = breed_res$y$milk_yield/animals_per_run,
out_var = breed_res$y$on_farm/animals_per_run,
min_in_var = round(min(breed_res$y$milk_yield/animals_per_run)),
max_in_var = round(max(breed_res$y$milk_yield/animals_per_run)),
xlab_vars = "Total emissions given milk yield range")
## [1] "Relative probability (y) of the outcome variable for the given values of the influencing variable (x)."
uncertainty::varkernelslicerange(in_var = GHG_simulation_scenarios$y$milk_yield/animals_per_run,
out_var = GHG_simulation_scenarios$y$on_farm/animals_per_run,
min_in_var = round(min(GHG_simulation_scenarios$y$milk_yield/animals_per_run)),
max_in_var = round(max(GHG_simulation_scenarios$y$milk_yield/animals_per_run)),
xlab_vars = "Total emissions given milk yield range")
## [1] "Relative probability (y) of the outcome variable for the given values of the influencing variable (x)."
Breed intervention (left) vs. baseline (right)
breed_change_in_CO2_eq_per_animal<-breed_res$y$on_farm/animals_per_run-
GHG_simulation_scenarios$y$on_farm/animals_per_run
breed_change_in_milk_yield_per_animal<-breed_res$y$milk_yield/animals_per_run-
GHG_simulation_scenarios$y$milk_yield/animals_per_run
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